Patil, Shreyas Malakarjun

4 publications

TMLR 2025 Before Forgetting, There's Learning: Representation Learning Challenges in Online Unsupervised Continual Learning Cameron Ethan Taylor, Shreyas Malakarjun Patil, Constantine Dovrolis

TMLR 2025 How Can Knowledge of a Task’s Modular Structure Improve Generalization and Training Efficiency? Shreyas Malakarjun Patil, Cameron Ethan Taylor, Constantine Dovrolis

NeurIPS 2023 Neural Sculpting: Uncovering Hierarchically Modular Task Structure in Neural Networks Through Pruning and Network Analysis Shreyas Malakarjun Patil, Loizos Michael, Constantine Dovrolis

ICML 2021 PHEW : Constructing Sparse Networks That Learn Fast and Generalize Well Without Training Data Shreyas Malakarjun Patil, Constantine Dovrolis