How does overparametrization affect performance on minority groups?
Saptarshi Roy, Subha Maity, Songkai Xue, Mikhail Yurochkin, Yuekai Sun
Action editor: Ahmad Beirami
https://openreview.net/forum?id=POunezXgvF
#overparameterized #overparameterization #overparametrization
A Local Polyak-Łojasiewicz and Descent Lemma of Gradient Descent For Overparametrized Linear Models
Ziqing Xu, Hancheng Min, Salma Tarmoun, Enrique Mallada, Rene Vidal
Action editor: Ali Ramezani-Kebrya
https://openreview.net/forum?id=VPl3T43Hxb
#overparameterized #gradient #overparametrized
Theoretical Insights into Overparameterized Models in Multi-Task and Replay-Based Continual Learning
Mohammadamin Banayeeanzade, Mahdi Soltanolkotabi, Mohammad Rostami
Action editor: Nishant Mehta
https://openreview.net/forum?id=4zGPT0ZwnU
#forgetting #overparameterized #continual
An Analytical Model for Overparameterized Learning Under Class Imbalance
Eliav Mor, Yair Carmon
Action editor: Chris Maddison
https://openreview.net/forum?id=69RntSRF5K
#classification #overparameterized #imbalanced
Linear Convergence of Decentralized FedAvg for PL Objectives: The Interpolation Regime
Shruti P Maralappanavar, Prashant Khanduri, Bharath B N
Action editor: Aurélien Bellet
https://openreview.net/forum?id=Og3VxBFhwj
#overparameterized #distributed #decentralized
