Online Learning and Information Exponents: On The Importance of Batch size, and Time/Complexity Tradeoffs

4 June 2024

Papers citing "Online Learning and Information Exponents: On The Importance of Batch size, and Time/Complexity Tradeoffs"

3 / 3 papers shown

Title
Repetita Iuvant: Data Repetition Allows SGD to Learn High-Dimensional Multi-Index Functions Luca Arnaboldi Yatin Dandi Florent Krzakala Luca Pesce Ludovic Stephan 59 11 0 24 May 2024
SGD learning on neural networks: leap complexity and saddle-to-saddle dynamics Emmanuel Abbe Enric Boix-Adserà Theodor Misiakiewicz FedML MLT 76 72 0 21 Feb 2023
Trainability and Accuracy of Neural Networks: An Interacting Particle System Approach Grant M. Rotskoff Eric Vanden-Eijnden 59 114 0 02 May 2018