Neha Gupta

According to our database, Neha Gupta authored at least 7 papers between 2014 and 2020.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2020

Universal guarantees for decision tree induction via a higher-order splitting criterion.

Guy Blanc, Neha Gupta, Jane Lange, Li-Yang Tan

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Estimating decision tree learnability with polylogarithmic sample complexity.

Guy Blanc, Neha Gupta, Jane Lange, Li-Yang Tan

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Implicit regularization for deep neural networks driven by an Ornstein-Uhlenbeck like process.

Guy Blanc, Neha Gupta, Gregory Valiant, Paul Valiant

Proceedings of the Conference on Learning Theory, 2020

Active Local Learning.

Arturs Backurs, Avrim Blum, Neha Gupta

Proceedings of the Conference on Learning Theory, 2020

2018

Exploiting Numerical Sparsity for Efficient Learning : Faster Eigenvector Computation and Regression.

Neha Gupta, Aaron Sidford

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2017

Local Guarantees in Graph Cuts and Clustering.

Moses Charikar, Neha Gupta, Roy Schwartz

Proceedings of the Integer Programming and Combinatorial Optimization, 2017

2014

C2P: Co-operative Caching in Distributed Storage Systems.

Shripad Nadgowda, Ravella C. Sreenivas, Sanchit Gupta, Neha Gupta, Akshat Verma

Proceedings of the Service-Oriented Computing - 12th International Conference, 2014