May 8, 2024 16:49
DL2024 (Tokyo Deep Learning Workshop) [Day3 part1] thumbnails

Description

Date: March 20, 2024
Venue: RIKEN AIP Nihonbashi office, Tokyo, Japan

This video includes 5 talks.
00:00:06 Sumio Watanabe (Tokyo Institute of Technology)
Title: Singular Learning Theory, Deep Learning, and AI Alignment

00:31:49 Guido Montúfar (University of California, Los Angeles)
Title: Mildly Overparameterized ReLU Networks Have a Favorable Loss Landscape

01:04:23 Atsushi Nitanda (A*STAR)
Title: Convergence Analysis of Mean-field Optimization

01:39:17 Akiko Takeda (The University of Tokyo / RIKEN AIP)
Title: Random subspace optimization methods for large-scale optimization problems

02:15:40 Amy Zhang (The University of Texas at Austin)
Title: Self-supervised Reinforcement Learning for Zero-shot Optimality

The event page url:
https://aip.riken.jp/events/event_168626/