Program for stream Randomized optimization algorithms

WE-05: Randomized optimization algorithms part 1/2
Stream: Randomized optimization algorithms
Room: M:N
Chair(s): Laurent Condat

• An Inexact Restoration based algorithm with random models for unconstrained noisy optimization
  Simone Rebegoldi, Benedetta Morini
• An Optimal Structured Zeroth-order Algorithm for Non-smooth Optimization
  Cesare Molinari
• Random Newton-type Iterations with Application to Electronic Structure Determination
  Titus Pinta
• A variable metric proximal stochastic gradient method with dynamical variance reduction
  Andrea Sebastiani, Pasquale Cascarano, Giorgia Franchini, Erich Kobler, Federica Porta

WF-05: Randomized optimization algorithms part 2/2
Stream: Randomized optimization algorithms
Room: M:N
Chair(s): Egor Shulgin, Laurent Condat

• Sketch-and-Project Meets Newton Method: Global O(1/k^2) Convergence with Low-Rank Updates
  Slavomír Hanzely
• TAMUNA: Doubly-Accelerated Distributed Optimization with Local Training, Compression, and Partial Participation
  Laurent Condat
• Unveiling the Power of Adaptive Methods Over SGD: A Parameter-Agnostic Perspective
  Xiang Li