4 citations · 6 across the 2 of their papers we have counts for
2 papers
cs.LG2023★ 2 cited
Stochastic Re-weighted Gradient Descent via Distributionally Robust Optimization
Ramnath Kumar, Kushal Majmundar, Dheeraj Nagaraj +1
We present Re-weighted Gradient Descent (RGD), a novel optimization technique that improves the performance of deep neural networks through dynamic sample re-weighting. Leveraging…
cs.LG2022★ 4 cited
MET: Masked Encoding for Tabular Data
Kushal Majmundar, Sachin Goyal, Praneeth Netrapalli +1
We consider the task of self-supervised representation learning (SSL) for tabular data: tabular-SSL. Typical contrastive learning based SSL methods require instance-wise data augme…