Neha Gupta

Publication Activity (10 Years)

Years Active: 2014-2020
Publications (10 Years): 12

Top Topics

Spatial Smoothness

Efficient Learning

Top Venues

Publications

Guy Blanc, Neha Gupta, Jane Lange, Li-Yang Tan
Universal guarantees for decision tree induction via a higher-order splitting criterion. CoRR (2020)
Guy Blanc, Neha Gupta, Jane Lange, Li-Yang Tan
Universal guarantees for decision tree induction via a higher-order splitting criterion. NeurIPS (2020)
Arturs Backurs, Avrim Blum, Neha Gupta
Active Local Learning. CoRR (2020)
Arturs Backurs, Avrim Blum, Neha Gupta
Active Local Learning. COLT (2020)
Guy Blanc, Neha Gupta, Gregory Valiant, Paul Valiant
Implicit regularization for deep neural networks driven by an Ornstein-Uhlenbeck like process. COLT (2020)
Guy Blanc, Neha Gupta, Jane Lange, Li-Yang Tan
Estimating decision tree learnability with polylogarithmic sample complexity. CoRR (2020)
Guy Blanc, Neha Gupta, Jane Lange, Li-Yang Tan
Estimating decision tree learnability with polylogarithmic sample complexity. NeurIPS (2020)
Guy Blanc, Neha Gupta, Gregory Valiant, Paul Valiant
Implicit regularization for deep neural networks driven by an Ornstein-Uhlenbeck like process. CoRR (2019)
Neha Gupta, Aaron Sidford
Exploiting Numerical Sparsity for Efficient Learning : Faster Eigenvector Computation and Regression. CoRR (2018)
Neha Gupta, Aaron Sidford
Exploiting Numerical Sparsity for Efficient Learning : Faster Eigenvector Computation and Regression. NeurIPS (2018)
Moses Charikar, Neha Gupta, Roy Schwartz
Local Guarantees in Graph Cuts and Clustering. CoRR (2017)
Moses Charikar, Neha Gupta, Roy Schwartz
Local Guarantees in Graph Cuts and Clustering. IPCO (2017)
Shripad Nadgowda, Ravella C. Sreenivas, Sanchit Gupta, Neha Gupta, Akshat Verma
C2P: Co-operative Caching in Distributed Storage Systems. ICSOC (2014)