Shreyas Malakarjun Patil

2 papers · 2021–2023 · 2 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (13) 🐣 Hot Topic Early Bird

Conferences

ICML (1) NIPS (1)

Top co-authors

Constantine Dovrolis (2) Loizos Michael (1)

Keywords

neural network pruning (1) neural tangent kernel (1) network analysis (1) sparse neural network (1) task decomposition (1) network initialization (1) network sparsity (1) path kernel (1) neural network (1) hierarchical modularity (1) module detection (1)

Papers

Neural Sculpting: Uncovering hierarchically modular task structure in neural networks through pruning and network analysis NIPS 2023

PHEW : Constructing Sparse Networks that Learn Fast and Generalize Well without Training Data ICML 2021