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Gupta, Neha
10 publications
ICLR
2025
Faster Cascades via Speculative Decoding
Harikrishna Narasimhan
,
Wittawat Jitkrittum
,
Ankit Singh Rawat
,
Seungyeon Kim
,
Neha Gupta
,
Aditya Krishna Menon
,
Sanjiv Kumar
ICLR
2024
Language Model Cascades: Token-Level Uncertainty and Beyond
Neha Gupta
,
Harikrishna Narasimhan
,
Wittawat Jitkrittum
,
Ankit Singh Rawat
,
Aditya Krishna Menon
,
Sanjiv Kumar
ICLR
2024
Learning to Reject Meets Long-Tail Learning
Harikrishna Narasimhan
,
Aditya Krishna Menon
,
Wittawat Jitkrittum
,
Neha Gupta
,
Sanjiv Kumar
NeurIPS
2023
When Does Confidence-Based Cascade Deferral Suffice?
Wittawat Jitkrittum
,
Neha Gupta
,
Aditya K Menon
,
Harikrishna Narasimhan
,
Ankit Rawat
,
Sanjiv Kumar
TMLR
2022
Ensembles of Classifiers: A Bias-Variance Perspective
Neha Gupta
,
Jamie Smith
,
Ben Adlam
,
Zelda E Mariet
COLT
2020
Active Local Learning
Arturs Backurs
,
Avrim Blum
,
Neha Gupta
NeurIPS
2020
Estimating Decision Tree Learnability with Polylogarithmic Sample Complexity
Guy Blanc
,
Neha Gupta
,
Jane Lange
,
Li-Yang Tan
COLT
2020
Implicit Regularization for Deep Neural Networks Driven by an Ornstein-Uhlenbeck like Process
Guy Blanc
,
Neha Gupta
,
Gregory Valiant
,
Paul Valiant
NeurIPS
2020
Universal Guarantees for Decision Tree Induction via a Higher-Order Splitting Criterion
Guy Blanc
,
Neha Gupta
,
Jane Lange
,
Li-Yang Tan
NeurIPS
2018
Exploiting Numerical Sparsity for Efficient Learning : Faster Eigenvector Computation and Regression
Neha Gupta
,
Aaron Sidford