ICCOPT2025USC: Grid

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Olin Hall of Engineering (OHE) Patio	Seeley G. Mudd Building (SGM) 123	TBA

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Summer School - Lunch 1 12:30pm - 1:30pm

Summer School - Opening Remarks 9:00am - 9:30am

Summer School - Course 1: Distributed secure and privacy-aware optimization 9:30am - 12:30pm

Summer School - Course 2: Nonconvex stochastic optimization 1:30pm - 4:30pm

Summer School - Check In 8:30am - 9:00am

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California Science Center	Olin Hall of Engineering (OHE) Patio	Seeley G. Mudd Building (SGM) 123	Taper Hall (THH)	TBA

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ICCOPT Conference Welcome Mixer (Tickets Needed) 6:30pm - 8:30pm

Summer School - Lunch 2 12:30pm - 1:30pm

Summer School - Course 3: Recent advances in continuous optimization for discrete problems 9:30am - 12:30pm

Summer School - Course 4: Variational analysis and computation 1:30pm - 4:30pm

Early Check In 3:00pm - 5:00pm

Break 4:00pm - 5:00pm

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Joseph Medicine Crow Center for International and Public Affairs (DMC) 100	Joseph Medicine Crow Center for International and Public Affairs (DMC) 154	Joseph Medicine Crow Center for International and Public Affairs (DMC) 155	Joseph Medicine Crow Center for International and Public Affairs (DMC) 156	Joseph Medicine Crow Center for International and Public Affairs (DMC) 157	Joseph Medicine Crow Center for International and Public Affairs (DMC) 158	Joseph Medicine Crow Center for International and Public Affairs (DMC) 200	Joseph Medicine Crow Center for International and Public Affairs (DMC) 256	Joseph Medicine Crow Center for International and Public Affairs (DMC) 258	Taper Hall (THH)	Taper Hall (THH) 101	Taper Hall (THH) 102	Taper Hall (THH) 106	Taper Hall (THH) 108	Taper Hall (THH) 110	Taper Hall (THH) 112	Taper Hall (THH) 114	Taper Hall (THH) 116	Taper Hall (THH) 118	Taper Hall (THH) 119	Taper Hall (THH) 201	Taper Hall (THH) 208	Taper Hall (THH) 210	Taper Hall (THH) 212	Taper Hall (THH) 214	Taper Hall (THH) 215	TBA	USC Bovard Auditorium	USC Founder's / Hutton Park

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Parallel Sessions 1I: Nonconvex Optimization and Applications 10:30am - 11:45am

Parallel Sessions 2I: Frontiers of Optimization for Machine Learning - Part II 1:15pm - 2:30pm

Parallel Sessions 3I: Large-scale optimization for data science 4:15pm - 5:30pm

Parallel Sessions 1R: Advances in Riemannian Optimization: Algorithms and Applic... 10:30am - 11:45am

Parallel Sessions 2R: Theoretical and computational advances in nonconvex optimi... 1:15pm - 2:30pm

Parallel Sessions 3R: Manifold optimization with special metrics 4:15pm - 5:30pm

Parallel Sessions 1S: Advances in Semidefinite Programming: Relaxations, Hierarc... 10:30am - 11:45am

Parallel Sessions 2S: Robust Machine Learning 1:15pm - 2:30pm

Parallel Sessions 3S: Manifold optimization with special metrics 4:15pm - 5:30pm

Parallel Sessions 1F: Optimization as the Engine of Generative AI - I 10:30am - 11:45am

Parallel Sessions 2F: Quantum Linear Algebra and Optimization (Part 1)) 1:15pm - 2:30pm

Parallel Sessions 3F: Advances in commercial solvers 4:15pm - 5:30pm

Parallel Sessions 1M: Optimization Method Generation with Large Language Models 10:30am - 11:45am

Parallel Sessions 2M: Applications of polynomial optimization to data analysis I... 1:15pm - 2:30pm

Parallel Sessions 3M: Optimization Applications in Energy Systems 4:15pm - 5:30pm

Parallel Sessions 1T: Recent Advances in Stochastic Optimization: Complexity, Ad... 10:30am - 11:45am

Parallel Sessions 2T: Recent Advances in Stochastic Optimization: Complexity, Ad... 1:15pm - 2:30pm

Parallel Sessions 3T: Variational Analysis: Theory and Applications I 4:15pm - 5:30pm

Parallel Sessions 1Y 10:30am - 11:45am

Parallel Sessions 2Y 1:15pm - 2:30pm

Parallel Sessions 3Y: Machine Learning - Privacy and Learning Theory 4:15pm - 5:30pm

Parallel Sessions 1N: Optimization for Robotics I 10:30am - 11:45am

Parallel Sessions 2N: Optimization for Robotics II 1:15pm - 2:30pm

Parallel Sessions 3N: Adjustable Robust Optimization: Theories and Algorithms 4:15pm - 5:30pm

Parallel Sessions 1O: Optimization For Data Science 10:30am - 11:45am

Parallel Sessions 2O: Optimization in Global Health 1:15pm - 2:30pm

Parallel Sessions 3O: Advances in Discrete Optimization: From Relaxation to Conv... 4:15pm - 5:30pm

Check In 8:00am - 8:45am

Parallel Sessions 1A: Optimization and Resilience in the Power Grid 10:30am - 11:45am

Parallel Sessions 2A: Advances in Solving Large-Scale Problems: Accelerated Meth... 1:15pm - 2:30pm

Parallel Semi-Plenary Talk 1A 3:00pm - 4:00pm

Parallel Sessions 3A: Advances in Solving Large-Scale Problems: Accelerated Meth... 4:15pm - 5:30pm

Best Paper Session 5:45pm - 7:15pm

Parallel Sessions 1J: Distributed Optimization and Learning 10:30am - 11:45am

Parallel Sessions 2J: Optimization in Control - Algorithms and Applications 1:15pm - 2:30pm

Parallel Sessions 3J: Frontiers of Optimization for Machine Learning - Part III 4:15pm - 5:30pm

Parallel Sessions 1P: Advances in large-scale nonlinear optimization for data sc... 10:30am - 11:45am

Parallel Sessions 2P: Techniques of PDE Optimization in Machine Learning 1:15pm - 2:30pm

Parallel Sessions 3P: Fast Algorithms for Data Science 4:15pm - 5:30pm

Parallel Sessions 1U: Recent Advances in Fixed-Point Methods and Stability in Op... 10:30am - 11:45am

Parallel Sessions 2U: Advances in Domain-Specific Languages for Optimization 1:15pm - 2:30pm

Parallel Sessions 3U: Recent Advances on PDE-constrained optimization packages a... 4:15pm - 5:30pm

Parallel Sessions 1V: Stochastic Gradient Descent (SGD) and Variants 10:30am - 11:45am

Parallel Sessions 2V: Nonsmooth stochastic optimization and variational inequali... 1:15pm - 2:30pm

Parallel Sessions 3V: Derivative-free optimization for special classes of proble... 4:15pm - 5:30pm

Parallel Sessions 1W: Adaptive and Accelerated First-Order Methods 10:30am - 11:45am

Parallel Sessions 2W: Variance-Related Issues in Stochastic Optimization Methods 1:15pm - 2:30pm

Parallel Sessions 3W: Quantum Linear Algebra and Optimization (Part 2) 4:15pm - 5:30pm

Parallel Sessions 1G: Robust decision making in dynamic environments 10:30am - 11:45am

Parallel Sessions 2G: Recent progresses in derivative-free optimization I 1:15pm - 2:30pm

Parallel Sessions 3G: Special Session in Honor of Suvrajeet Sen: Sampling-based... 4:15pm - 5:30pm

Parallel Sessions 1H: Frontiers of Optimization for Machine Learning - Part I 10:30am - 11:45am

Parallel Sessions 2H: Optimization as the Engine of Generative AI - II 1:15pm - 2:30pm

Parallel Sessions 3H: Recent Advances in Large-scale Optimization I 4:15pm - 5:30pm

Parallel Sessions 1K: Optimization for GenAI -- diffusion models and LLMs 10:30am - 11:45am

Parallel Sessions 2K: Recent advances in matrix optimization 1:15pm - 2:30pm

Parallel Sessions 3K: Recent advances in federated learning 4:15pm - 5:30pm

Parallel Sessions 1L: Applications of polynomial optimization to data analysis I 10:30am - 11:45am

Parallel Sessions 2L: Decision-Aware Optimization 1:15pm - 2:30pm

Parallel Sessions 3L: Bilevel Optimization for Inverse Problems Part 1 4:15pm - 5:30pm

Parallel Sessions 1B: Regularization Methods for stochastic operator splitting d... 10:30am - 11:45am

Parallel Sessions 2B: Deterministic and Stochastic Methods for Optimization and... 1:15pm - 2:30pm

Parallel Semi-Plenary Talk 1B 3:00pm - 4:00pm

Parallel Sessions 3B: Deterministic and Stochastic Methods for Optimization and... 4:15pm - 5:30pm

Parallel Sessions 1C: Methods for Large-Scale Nonlinear Optimization I 10:30am - 11:45am

Parallel Sessions 2C: Recent Advances in Theory and Algorithms for Multiagent Sy... 1:15pm - 2:30pm

Parallel Sessions 3C: Methods for Large-Scale Nonlinear Optimization III 4:15pm - 5:30pm

Parallel Sessions 1D: GPU-Accelerated Mathematical Programming (Part 1) 10:30am - 11:45am

Parallel Sessions 2D: Methods for Large-Scale Nonlinear Optimization II 1:15pm - 2:30pm

Parallel Sessions 3D: Semidefinite Programming - Theory and Algorithms 4:15pm - 5:30pm

Parallel Sessions 1E: Large-scale Optimization Algorithms and Implementations 10:30am - 11:45am

Parallel Sessions 2E: Efficient Optimization Methods for LLMs (Part I) 1:15pm - 2:30pm

Parallel Sessions 3E: Efficient Optimization Methods for LLMs (Part II) 4:15pm - 5:30pm

Parallel Sessions 1Q: Optimization with Approximate or Uncertain Models 10:30am - 11:45am

Parallel Sessions 2Q: New Riemannian Optimization Applications 1:15pm - 2:30pm

Parallel Sessions 3Q: Fast Algorithmic Frameworks for Semidefinite Programming a... 4:15pm - 5:30pm

Parallel Sessions 1X 10:30am - 11:45am

Parallel Sessions 2X: Proximal Methods and Splitting Algorithms 1:15pm - 2:30pm

Parallel Sessions 3X: Mechanism and Pricing Designs in Stochastic Decision Makin... 4:15pm - 5:30pm

Coffee & Snack Break (Provided) 10:00am - 10:30am

Coffee & Snack Break (Provided) 2:30pm - 3:00pm

Break

Auditorium opens for seating 8:00am - 8:45am

Opening Remarks

Plenary 1 9:00am - 10:00am

Lunch 1 (provided) 11:45am - 1:15pm

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Joseph Medicine Crow Center for International and Public Affairs (DMC) 100	Joseph Medicine Crow Center for International and Public Affairs (DMC) 154	Joseph Medicine Crow Center for International and Public Affairs (DMC) 155	Joseph Medicine Crow Center for International and Public Affairs (DMC) 156	Joseph Medicine Crow Center for International and Public Affairs (DMC) 157	Joseph Medicine Crow Center for International and Public Affairs (DMC) 158	Joseph Medicine Crow Center for International and Public Affairs (DMC) 200	Joseph Medicine Crow Center for International and Public Affairs (DMC) 256	Joseph Medicine Crow Center for International and Public Affairs (DMC) 258	Olin Hall of Engineering (OHE) Patio	Taper Hall (THH) 101	Taper Hall (THH) 102	Taper Hall (THH) 106	Taper Hall (THH) 108	Taper Hall (THH) 110	Taper Hall (THH) 112	Taper Hall (THH) 114	Taper Hall (THH) 116	Taper Hall (THH) 118	Taper Hall (THH) 119	Taper Hall (THH) 201	Taper Hall (THH) 208	Taper Hall (THH) 210	Taper Hall (THH) 212	Taper Hall (THH) 214	Taper Hall (THH) 215	TBA	USC Bovard Auditorium	USC Founder's / Hutton Park

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Parallel Sessions 4I: Optimization for Large Language Models and Kernels 10:30am - 11:45am

Parallel Sessions 5I: Dynamic Optimization: Deterministic and Stochastic Continu... 1:15pm - 2:30pm

Parallel Sessions 6I: Advances in Conic Optimization 4:15pm - 5:30pm

Parallel Sessions 4R: Variational Analysis: Theory and Applications II 10:30am - 11:45am

Parallel Sessions 5R: Variational Analysis: Theory and Applications III 1:15pm - 2:30pm

Parallel Sessions 6R: Recent Adavances in Interval Arithmetic based Methods 4:15pm - 5:30pm

Parallel Sessions 4S: Recent Advances on PDE-constrained optimization packages a... 10:30am - 11:45am

Parallel Sessions 5S: Semidefinite Relaxations in Inference Problems 1:15pm - 2:30pm

Parallel Sessions 6S: Multi-agent learning in games and markets 4:15pm - 5:30pm

Parallel Sessions 4F: Contextual Stochastic Optimization under Streaming Data an... 10:30am - 11:45am

Parallel Sessions 5F: Adaptive Methods 1:15pm - 2:30pm

Parallel Sessions 6F: Optimization for improving privacy and alignment for LLMs 4:15pm - 5:30pm

Parallel Sessions 4M: Bilevel Optimization for Inverse Problems Part 2 10:30am - 11:45am

Parallel Sessions 5M: Recent progresses in derivative-free optimization II 1:15pm - 2:30pm

Parallel Sessions 6M: Data-Driven Decision and Control 4:15pm - 5:30pm

Parallel Sessions 4T: Parametric Optimization Problems 10:30am - 11:45am

Parallel Sessions 5T: Optimization for Approximation, Estimation, and Control 1:15pm - 2:30pm

Parallel Sessions 6T: Randomized optimization algorithms 1/2 4:15pm - 5:30pm

Parallel Sessions 4Y 10:30am - 11:45am

Parallel Sessions 5Y 1:15pm - 2:30pm

Parallel Sessions 6Y 4:15pm - 5:30pm

Parallel Sessions 4N: Derivative-free stochastic optimization methods I 10:30am - 11:45am

Parallel Sessions 5N: Optimization on Riemannian manifolds and stratified sets (... 1:15pm - 2:30pm

Parallel Sessions 6N: The Role of Constraints in the Computational Complexity an... 4:15pm - 5:30pm

Parallel Sessions 4O: Feasible and infeasible methods for optimization on manifo... 10:30am - 11:45am

Parallel Sessions 5O: Global Optimization Theory and Algorithms 1:15pm - 2:30pm

Parallel Sessions 6O: First-order methods for nonsmooth and constrained optimiza... 4:15pm - 5:30pm

Poster Session 5:45pm - 7:15pm

Parallel Sessions 4A: Progress in Nonsmooth Optimization 10:30am - 11:45am

Parallel Sessions 5A: Methods for Large-Scale Nonlinear Optimization V 1:15pm - 2:30pm

Parallel Semi-Plenary Talk 2A 3:00pm - 4:00pm

Parallel Sessions 6A: Adaptive Stochastic Gradient Methods 4:15pm - 5:30pm

Parallel Sessions 4J: Dynamic Optimization: Deterministic and Stochastic Continu... 10:30am - 11:45am

Parallel Sessions 5J: Models and Algorithms for Optimization with Rare Events 1:15pm - 2:30pm

Parallel Sessions 6J: Continuous and discreate optimization solving real problem... 4:15pm - 5:30pm

Parallel Sessions 4P: Recent Advances in Conic Optimization and Machine Learning 10:30am - 11:45am

Parallel Sessions 5P: Feasible and infeasible methods for optimization on manifo... 1:15pm - 2:30pm

Parallel Sessions 6P: Recent Advances in PDE-Constrained Optimizatin 4:15pm - 5:30pm

Parallel Sessions 4U: Computational Frameworks and Applications: Hybridizing Con... 10:30am - 11:45am

Parallel Sessions 5U: Quantum Computing and Optimization 1:15pm - 2:30pm

Parallel Sessions 6U: Applications of derivative-free optimization 4:15pm - 5:30pm

Parallel Sessions 4V: Recent advances in open-source continuous solvers 10:30am - 11:45am

Parallel Sessions 5V: Newton-ish and Higher-Order Methods 1:15pm - 2:30pm

Parallel Sessions 6V: Trust-Region Methods 4:15pm - 5:30pm

Parallel Sessions 4W: Nonsmooth Optimization - Theory and Algorithms 10:30am - 11:45am

Parallel Sessions 5W: Systems of Quadratic Equations/Inequalities 1:15pm - 2:30pm

Parallel Sessions 6W: Stochastic Optimization 4:15pm - 5:30pm

Parallel Sessions 4G: Analysis and Design of First Order Methods for Convex Opti... 10:30am - 11:45am

Parallel Sessions 5G: Recent Advances in Large-scale Optimization III 1:15pm - 2:30pm

Parallel Sessions 6G: Advances in Data-driven Optimization 4:15pm - 5:30pm

Parallel Sessions 4H: Advances in Network Optimization and Cooperative Learning 10:30am - 11:45am

Parallel Sessions 5H: Preference Robust Optimization 1:15pm - 2:30pm

Parallel Sessions 6H: Semidefinite programming and applications 4:15pm - 5:30pm

Parallel Sessions 4K: Convex approaches to SDP 10:30am - 11:45am

Parallel Sessions 5K: First-order methods for nonsmooth and constrained optimiza... 1:15pm - 2:30pm

Parallel Sessions 6K: Applications To Signal Processing 4:15pm - 5:30pm

Parallel Sessions 4L: First-order methods for nonsmooth optimization 10:30am - 11:45am

Parallel Sessions 5L: Optimization for Machine Learning and AI 1:15pm - 2:30pm

Parallel Sessions 6L: Alternative and Hybrid Algorithms in Quantum Computing for... 4:15pm - 5:30pm

Parallel Sessions 4B: Optimization for Neural Network Pruning and Quantization 10:30am - 11:45am

Parallel Sessions 5B: Continuous and Discrete Optimization 1:15pm - 2:30pm

Parallel Semi-Plenary Talk 2B 3:00pm - 4:00pm

Parallel Sessions 6B: Machine Learning Algorithms 4:15pm - 5:30pm

Parallel Sessions 4C: Methods for Large-Scale Nonlinear Optimization IV 10:30am - 11:45am

Parallel Sessions 5C: AI Meets Optimization (Part 2) 1:15pm - 2:30pm

Parallel Sessions 6C: AI Meets Optimization (Part 1) 4:15pm - 5:30pm

Parallel Sessions 4D: Recent Advances in Large-scale Optimization II 10:30am - 11:45am

Parallel Sessions 5D: Recent advances in algorithms for large-scale optimization... 1:15pm - 2:30pm

Parallel Sessions 6D: Special Session in Honor of Suvrajeet Sen: Nonsmooth Metho... 4:15pm - 5:30pm

Parallel Sessions 4E: Random subspace algorithms in optimization 10:30am - 11:45am

Parallel Sessions 5E: Advances in Mixed-Integer Optimization 1:15pm - 2:30pm

Parallel Sessions 6E: Recent advances in algorithms for large-scale optimization... 4:15pm - 5:30pm

Parallel Sessions 4Q: Moment-SOS Hierarchy: From Theory to Computation in the Re... 10:30am - 11:45am

Parallel Sessions 5Q: Moment-SOS Hierarchy: From Theory to Computation in the Re... 1:15pm - 2:30pm

Parallel Sessions 6Q: Optimization on Riemannian manifolds and stratified sets (... 4:15pm - 5:30pm

Parallel Sessions 4X: Algorithms for Nonconvex Problems 10:30am - 11:45am

Parallel Sessions 5X: Modeling, Solvers, and Quantum 1:15pm - 2:30pm

Parallel Sessions 6X 4:15pm - 5:30pm

Coffee & Snack Break (Provided) 10:00am - 10:30am

Coffee & Snack Break (Provided) 2:30pm - 3:00pm

Break

Break or End of da...

Auditorium Opens Doors for seati... 8:30am - 9:00am

Plenary 2 9:00am - 10:00am

Lunch 2 (provided) 11:45am - 1:15pm

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Joseph Medicine Crow Center for International and Public Affairs (DMC) 100	Joseph Medicine Crow Center for International and Public Affairs (DMC) 154	Joseph Medicine Crow Center for International and Public Affairs (DMC) 155	Joseph Medicine Crow Center for International and Public Affairs (DMC) 156	Joseph Medicine Crow Center for International and Public Affairs (DMC) 157	Joseph Medicine Crow Center for International and Public Affairs (DMC) 158	Joseph Medicine Crow Center for International and Public Affairs (DMC) 200	Joseph Medicine Crow Center for International and Public Affairs (DMC) 256	Joseph Medicine Crow Center for International and Public Affairs (DMC) 258	Taper Hall (THH) 101	Taper Hall (THH) 102	Taper Hall (THH) 106	Taper Hall (THH) 108	Taper Hall (THH) 110	Taper Hall (THH) 112	Taper Hall (THH) 114	Taper Hall (THH) 116	Taper Hall (THH) 118	Taper Hall (THH) 119	Taper Hall (THH) 201	Taper Hall (THH) 208	Taper Hall (THH) 210	Taper Hall (THH) 212	Taper Hall (THH) 214	Taper Hall (THH) 215	TBA	Town & Gown USC	USC Bovard Auditorium	USC Founder's / Hutton Park

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Parallel Sessions 7I: Variational Analysis: Theory and Applications IV 10:30am - 11:45am

Parallel Sessions 8I: Mobility Data Modeling: Values, Security, and Privacy 1:15pm - 2:30pm

Parallel Sessions 9I: Convexity and First-Order Riemannian methods 4:15pm - 5:30pm

Parallel Sessions 7R: Algebraic Methods in Optimization (Part 2) 10:30am - 11:45am

Parallel Sessions 8R: Algorithms for structured Riemannian optimization problems... 1:15pm - 2:30pm

Parallel Sessions 9R: Algorithms for structured Riemannian optimization problems... 4:15pm - 5:30pm

Parallel Sessions 7S: Any-dimensional symmetric optimization 10:30am - 11:45am

Parallel Sessions 8S: Recent advances in mixed-integer programming 1:15pm - 2:30pm

Parallel Sessions 9S: Robust Learning in Stochastic and Adaptive Environments 4:15pm - 5:30pm

Parallel Sessions 7F: GPU-Accelerated Mathematical Programming (Part II) 10:30am - 11:45am

Parallel Sessions 8F: Multiagent Optimization and Games 1:15pm - 2:30pm

Parallel Sessions 9F: Certified Data-Driven Optimization via the Scenario Approa... 4:15pm - 5:30pm

Parallel Sessions 7M: Nonsmooth PDE Constrained Optimization: Algorithms, Analys... 10:30am - 11:45am

Parallel Sessions 8M: Techniques for Solving High-Dimensional and Nonlinear Opti... 1:15pm - 2:30pm

Parallel Sessions 9M: Randomized algorithms with applications to machine learnin... 4:15pm - 5:30pm

Parallel Sessions 7T: Algorithms for Optimization and Equilibrium Models in Ener... 10:30am - 11:45am

Parallel Sessions 8T: Advanced Techniques in Global Optimization 1:15pm - 2:30pm

Parallel Sessions 9T: Relaxations of Optimization Problems and Extreme Point Res... 4:15pm - 5:30pm

Parallel Sessions 7Y 10:30am - 11:45am

Parallel Sessions 8Y 1:15pm - 2:30pm

Parallel Sessions 9Y 4:15pm - 5:30pm

Parallel Sessions 7N: Derivative-free stochastic optimization methods II 10:30am - 11:45am

Parallel Sessions 8N: Recent advances in first-order methods 1:15pm - 2:30pm

Parallel Sessions 9N: Control and Optimization of AVs for Transportation Solutio... 4:15pm - 5:30pm

Parallel Sessions 7O: Nonconvex optimization with applications in high-dimension... 10:30am - 11:45am

Parallel Sessions 8O: Optimization problems arising in quantum computing and phy... 1:15pm - 2:30pm

Parallel Sessions 9O: Robustness in learning from data 4:15pm - 5:30pm

Parallel Sessions 7A: Optimization Methods for Next-Generation Wireless Communic... 10:30am - 11:45am

Parallel Sessions 8A: California to Amalfi Coast via Québec 1:15pm - 2:30pm

Parallel Semi-Plenary Talk 3A 3:00pm - 4:00pm

Parallel Sessions 9A: Dynamic flexibility, risk-awareness, and mechanisms for pr... 4:15pm - 5:30pm

Parallel Sessions 7J: Discrete Structures in Nonlinear Optimization 10:30am - 11:45am

Parallel Sessions 8J: New Advances in Robust Optimization 1:15pm - 2:30pm

Parallel Sessions 9J: Automatic Differentiation as a Tool for Computational Scie... 4:15pm - 5:30pm

Parallel Sessions 7P: Advances in Nonlinear Optimization Methods and Application... 10:30am - 11:45am

Parallel Sessions 8P: Algebraic Methods in Optimization (Part 1) 1:15pm - 2:30pm

Parallel Sessions 9P: Multi-Stage Stochastic Programming 4:15pm - 5:30pm

Parallel Sessions 7U: Randomized optimization algorithms 2/2 10:30am - 11:45am

Parallel Sessions 8U: Splitting Algorithms 1:15pm - 2:30pm

Parallel Sessions 9U: Quantum Computing for combinatorial optimization 4:15pm - 5:30pm

Parallel Sessions 7V: First-order Methods for Riemannian Optimization 10:30am - 11:45am

Parallel Sessions 8V: Quantum Computing and continuous optimization 1:15pm - 2:30pm

Parallel Sessions 9V: Modeling Oriented Software and Methods (1) 4:15pm - 5:30pm

Parallel Sessions 7W: Minimax Optimization Algorithms 10:30am - 11:45am

Parallel Sessions 8W: Bilevel Optimization - Algorithms 1:15pm - 2:30pm

Parallel Sessions 9W: Bilevel Optimization - Applications 4:15pm - 5:30pm

Parallel Sessions 7G: Statistical and Computational Aspects of Multi-Agent Games 10:30am - 11:45am

Parallel Sessions 8G: Modern Polynomial Optimization in Data Science I 1:15pm - 2:30pm

Parallel Sessions 9G: Aspects of NLP solver implementations 4:15pm - 5:30pm

Parallel Sessions 7H: Recent advances in optimization and statistical estimation... 10:30am - 11:45am

Parallel Sessions 8H: Federated optimization and learning algorithms 1:15pm - 2:30pm

Parallel Sessions 9H: On Hierarchical Optimization, Games, and Federated Learnin... 4:15pm - 5:30pm

Parallel Sessions 7K: Stability and Robustness in Statistical Learning 10:30am - 11:45am

Parallel Sessions 8K: Learning in PDE-based optimization and control 1:15pm - 2:30pm

Parallel Sessions 9K: Modern Polynomial Optimization in Data Science II 4:15pm - 5:30pm

Parallel Sessions 7L: optimization with variational inequality constraints 10:30am - 11:45am

Parallel Sessions 8L: Derivative-free optimization for special classes of proble... 1:15pm - 2:30pm

Parallel Sessions 9L: Novel First-Order Methods via Performance Estimation I 4:15pm - 5:30pm

Parallel Sessions 7B: Relaxations for non-convex optimization 10:30am - 11:45am

Parallel Sessions 8B: Manifolds, samples, and learning 1:15pm - 2:30pm

Parallel Semi-Plenary Talk 3B 3:00pm - 4:00pm

Parallel Sessions 9B: Mixed-Integer Nonlinear Programming 4:15pm - 5:30pm

Parallel Sessions 7C: Duality in Optimization for Data Science 10:30am - 11:45am

Parallel Sessions 8C: Data-driven Methods for Optimization under Uncertainty 1:15pm - 2:30pm

Parallel Sessions 9C: Fixed Point and Min-Max Theory in Data Science 4:15pm - 5:30pm

Parallel Sessions 7D: Service or Scientific Contribution? Promoting and Recogniz... 10:30am - 11:45am

Parallel Sessions 8D: Performance Estimation Problem and Universal Methods 1:15pm - 2:30pm

Parallel Sessions 9D: Manifolds, samples, and learning II 4:15pm - 5:30pm

Parallel Sessions 7E: Robust optimization for sequential decision-making 10:30am - 11:45am

Parallel Sessions 8E: Optimization Methods for Next-Generation Wireless Communic... 1:15pm - 2:30pm

Parallel Sessions 9E: Recent Progress on Bilevel Optimization for Machine Learni... 4:15pm - 5:30pm

Parallel Sessions 7Q: Quantum algorithms and optimization 10:30am - 11:45am

Parallel Sessions 8Q: Splitting methods in multi-agent optimization 1:15pm - 2:30pm

Parallel Sessions 9Q: Infinite-dimensional and dynamic aspects in optimization u... 4:15pm - 5:30pm

Parallel Sessions 7X: Constraint Qualification and Error Bound 10:30am - 11:45am

Parallel Sessions 8X: Recent Analysis in Proximal Algorithms and KL Exponents 1:15pm - 2:30pm

Parallel Sessions 9X: Conic and Semidefinite Programming (SDP) 4:15pm - 5:30pm

Coffee & Snack Break (Provided) 10:00am - 10:30am

Coffee & Snack Break (Provided) 2:30pm - 3:00pm

Break

Break or End of day 5:30pm - 6:30pm

Conference banquet (ADVANCED PURCHASE REQUIRED) 6:30pm - 9:00pm

Auditorium Opens Doors for seati... 8:30am - 9:00am

Plenary 3 9:00am - 10:00am

Lunch 3 (provided) 11:45am - 1:15pm

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Joseph Medicine Crow Center for International and Public Affairs (DMC) 100	Joseph Medicine Crow Center for International and Public Affairs (DMC) 154	Joseph Medicine Crow Center for International and Public Affairs (DMC) 155	Joseph Medicine Crow Center for International and Public Affairs (DMC) 156	Joseph Medicine Crow Center for International and Public Affairs (DMC) 157	Joseph Medicine Crow Center for International and Public Affairs (DMC) 158	Joseph Medicine Crow Center for International and Public Affairs (DMC) 200	Joseph Medicine Crow Center for International and Public Affairs (DMC) 256	Joseph Medicine Crow Center for International and Public Affairs (DMC) 258	Taper Hall (THH) 101	Taper Hall (THH) 102	Taper Hall (THH) 106	Taper Hall (THH) 108	Taper Hall (THH) 110	Taper Hall (THH) 112	Taper Hall (THH) 114	Taper Hall (THH) 116	Taper Hall (THH) 118	Taper Hall (THH) 119	Taper Hall (THH) 201	Taper Hall (THH) 208	Taper Hall (THH) 210	Taper Hall (THH) 212	Taper Hall (THH) 214	Taper Hall (THH) 215	TBA	USC Bovard Auditorium	USC Founder's / Hutton Park

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Parallel Sessions 10I: Advances in Variational Inequalities and Saddle Point Pro... 10:30am - 11:45am

Parallel Sessions 11I: Privacy Preserving Collaborative Learning 1:15pm - 2:30pm

Parallel Sessions 12I: Machine Learning - Data Handling and Task Learning 4:15pm - 5:30pm

Parallel Sessions 10R: Quantum Methods for Optimization and Sampling 10:30am - 11:45am

Parallel Sessions 11R: Communication-efficient distributed optimization 1:15pm - 2:30pm

Parallel Sessions 12R: Envelopes in Optimization 4:15pm - 5:30pm

Parallel Sessions 10S: Advances in Modeling and Optimization for MDP and Optimal... 10:30am - 11:45am

Parallel Sessions 11S: Interplay between Online Convex Optimization and Statisti... 1:15pm - 2:30pm

Parallel Sessions 12S: Zeroth-Order and Derivative-Free Optimization 4:15pm - 5:30pm

Parallel Sessions 10F: Optimisation and machine learning in energy 10:30am - 11:45am

Parallel Sessions 11F: SDPs and their applications across mathematics 1:15pm - 2:30pm

Parallel Sessions 12F: PDE-Constrained Optimization and Optimal Control 4:15pm - 5:30pm

Parallel Sessions 10M: Advances in min-max optimization algorithms for machine l... 10:30am - 11:45am

Parallel Sessions 11M: Derivative-free optimization for large scale problems 1:15pm - 2:30pm

Parallel Sessions 12M: Games and Variational Inequalities 4:15pm - 5:30pm

Parallel Sessions 10T: Optimization on Manifolds 10:30am - 11:45am

Parallel Sessions 11T: Matrix optimization and geometry of curved spaces 1:15pm - 2:30pm

Parallel Sessions 12T: Distributional Shift and Systemic Risk 4:15pm - 5:30pm

Parallel Sessions 10Y 10:30am - 11:45am

Parallel Sessions 11Y 1:15pm - 2:30pm

Parallel Sessions 12Y 4:15pm - 5:30pm

Parallel Sessions 10N: Nonsmooth PDE Constrained Optimization: Algorithms, Analy... 10:30am - 11:45am

Parallel Sessions 11N: Riemannian geometry, optimization, and applications 1:15pm - 2:30pm

Parallel Sessions 12N: Convergence Analysis and Rates 4:15pm - 5:30pm

Parallel Sessions 10O: Optimization on Manifolds 10:30am - 11:45am

Parallel Sessions 11O: Riemannian geometry, optimization, and applications 1:15pm - 2:30pm

Parallel Sessions 12O: Numerical Methods 4:15pm - 5:30pm

Parallel Sessions 10A: AI Meets Optimization (Part 3) 10:30am - 11:45am

Parallel Sessions 11A: First order methods in machine learning 1:15pm - 2:30pm

Parallel Semi-Plenary Talk 4A 3:00pm - 4:00pm

Parallel Sessions 12A: Distributionally Robust Optimization (DRO) II 4:15pm - 5:30pm

Parallel Sessions 10J: Randomized algorithms beyond minimization 10:30am - 11:45am

Parallel Sessions 11J: Advances in first-order methods for large-scale optimizat... 1:15pm - 2:30pm

Parallel Sessions 12J: Optimization in Power Systems and Energy 4:15pm - 5:30pm

Parallel Sessions 10P: Recent Algorithmic Advances in Multiagent Optimization 10:30am - 11:45am

Parallel Sessions 11P: Advanced Computational Solver 2 1:15pm - 2:30pm

Parallel Sessions 12P: Learning and Optimization Interaction 4:15pm - 5:30pm

Parallel Sessions 10U: Approximating derivatives in derivative-free optimization 10:30am - 11:45am

Parallel Sessions 11U: Grid Optimization (GO) Competition 1:15pm - 2:30pm

Parallel Sessions 12U: Distributional Shift and Systemic Risk 4:15pm - 5:30pm

Parallel Sessions 10V: Modeling Oriented Software and Methods (2) 10:30am - 11:45am

Parallel Sessions 11V: Nonsmooth Dynamical Systems 1:15pm - 2:30pm

Parallel Sessions 12V 4:15pm - 5:30pm

Parallel Sessions 10W: Parallel and Distributed Optimization 10:30am - 11:45am

Parallel Sessions 11W: Distributionally Robust Optimization (DRO) I 1:15pm - 2:30pm

Parallel Sessions 12W 4:15pm - 5:30pm

Parallel Sessions 10G: Novel First-Order Methods via Performance Estimation II 10:30am - 11:45am

Parallel Sessions 11G: Bilevel Programming and applications 1:15pm - 2:30pm

Parallel Sessions 12G: PDE-Constrained Optimization 4:15pm - 5:30pm

Parallel Sessions 10H: Advances in Bilevel Optimization: Algorithms and Applicat... 10:30am - 11:45am

Parallel Sessions 11H: Distributed Learning for Machine Learning 1:15pm - 2:30pm

Parallel Sessions 12H: Neural Networks and Optimization 4:15pm - 5:30pm

Parallel Sessions 10K: Nonconvex methods and SDPs 10:30am - 11:45am

Parallel Sessions 11K: Nonsmooth PDE Constrained Optimization: Algorithms, Analy... 1:15pm - 2:30pm

Parallel Sessions 12K: Decomposition Methods 4:15pm - 5:30pm

Parallel Sessions 10L: Optimization and Statistics at Scale 10:30am - 11:45am

Parallel Sessions 11L: Recent Advances in Shape and Topology Optimization 1:15pm - 2:30pm

Parallel Sessions 12L: Polynomial Optimization & Tensor Methods 4:15pm - 5:30pm

Parallel Sessions 10B: Special Session in Honor of Suvrajeet Sen: Stochastic Mix... 10:30am - 11:45am

Parallel Sessions 11B: Learning, Robustness, and Fairness 1:15pm - 2:30pm

Parallel Semi-Plenary Talk 4B 3:00pm - 4:00pm

Parallel Sessions 12B: Optimization on Manifolds and Geometric Approaches 4:15pm - 5:30pm

Parallel Sessions 10C: Mixed-Integer Programming-Based Techniques for the Global... 10:30am - 11:45am

Parallel Sessions 11C: Recent Advances in Stochastic First-Order Methods 1:15pm - 2:30pm

Parallel Sessions 12C: Convex Relaxations for Discrete & Combinatorial Optimizat... 4:15pm - 5:30pm

Parallel Sessions 10D: Optimization Meets Generative AI: Insights and New Design... 10:30am - 11:45am

Parallel Sessions 11D: Nonmonontone inclusions and nonconvex optimization 1:15pm - 2:30pm

Parallel Sessions 12D: Sparsity Optimization 4:15pm - 5:30pm

Parallel Sessions 10E: Data-Driven Optimization with Structured Models 10:30am - 11:45am

Parallel Sessions 11E: Quantum Computing and discrete continuous optimization 1:15pm - 2:30pm

Parallel Sessions 12E: Sparse and Low-rank Optimization 4:15pm - 5:30pm

Parallel Sessions 10Q: Advanced Computational Solvers 1 10:30am - 11:45am

Parallel Sessions 11Q: Online Learning and Optimization over Symmetric Cones 1:15pm - 2:30pm

Parallel Sessions 12Q: Cloud Computing, Transport, and AI 4:15pm - 5:30pm

Parallel Sessions 10X 10:30am - 11:45am

Parallel Sessions 11X: Nonsmooth Optimization - Algorithms 1:15pm - 2:30pm

Parallel Sessions 12X 4:15pm - 5:30pm

Coffee & Snack Break (Provided) 10:00am - 10:30am

Coffee & Snack Break (Provided) 2:30pm - 3:00pm

Break

End of Conference

Auditorium Opens Doors for seati... 8:15am - 8:45am

Last Day Remarks

Plenary 4 9:00am - 10:00am

Lunch 4 (provided) 11:45am - 1:15pm