Program for stream First-order optimization methods

WF-01: FOM 1 - Nonconvex optimization and applications
Stream: First-order optimization methods
Room: C V
Chair(s): Radu Ioan Bot, Yura Malitsky

• CCCP is Frank-Wolfe in disguise
  Alp Yurtsever, Suvrit Sra
• Stochastic subgradient method for nonconvex minimization
  Tam Le, Jerome Bolte, Edouard Pauwels
• The Cyclic Relaxed Douglas Rachford Algorithm for Phase Retrieval: theory and practice.
  Thi Lan Dinh, Russell Luke

TD-06: FOM 2 - First-order methods in convex optimization
Stream: First-order optimization methods
Room: 107
Chair(s): Radu Ioan Bot, Yura Malitsky

• A First order Primal-dual Method for Solving Constrained Variational Inequalities
  Tatjana Chavdarova
• Extended Convergence Conditions for the Chambolle-Pock Algorithm
  Pontus Giselsson
• First-order methods for bi-level optimization
  Shimrit Shtern
• Revisiting High-Resolution ODEs for Faster Convergence
  Hoomaan Maskan, Alp Yurtsever, Konstantinos Zygalakis, Armin Eftekhari

FB-06: FOM 3 - Stochastic methods
Stream: First-order optimization methods
Room: 107
Chair(s): Radu Ioan Bot, Yura Malitsky

• Asynchronous Parallel Block-Coordinate Forward-Backward Algorithm
  Cheik Traoré, Saverio Salzo, Silvia Villa
• From SGD to Adaptive Methods: Benefits of Adaptive Gradient Techniques
  Junchi Yang
• Modern Stochastic Approximation Techniques for Machine Learning
  Ya-Ping Hsieh