ML Theory @ GT

Machine learning theory reading group at Georgia Tech

Meetings Schedule and presenters

Spring 2022

Date Paper Presenter
25 Feb 2022 General Discussion  
4 March 2022 A Tutorial on Differential Privacy Juba Ziani
11 March 2022 Learning from an Exploring Demonstrator: Optimal Reward Estimation for Bandits Krishna Acharya
18 March 2022 cpSGD: Communication-Efficient and Differentially-Private Distributed SGD Yeojoon Youn
25 March 2022 Practical and Private (Deep) Learning without Sampling or Shuffling Zihao Hu
1 April 2022 No Meeting  
8 April 2022 Follow the Leader If You Can, Hedge If You Must Guanghui Wang
15 April 2022 What’s Hidden in a Randomly Weighted Neural Network? Pratik Deolasi
22 April 2022 Generalization in Deep Networks: The Role of Distance from Initialization Tyler LaBonte
29 April 2022 Stable Conformal Prediction Sets Etash Guha