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Nishanth Dikkala

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The Power of External Memory in Increasing Predictive Model Capacity

Jan 31, 2023
Cenk Baykal, Dylan J Cutler, Nishanth Dikkala, Nikhil Ghosh, Rina Panigrahy, Xin Wang

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Alternating Updates for Efficient Transformers

Jan 30, 2023
Cenk Baykal, Dylan Cutler, Nishanth Dikkala, Nikhil Ghosh, Rina Panigrahy, Xin Wang

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A Theoretical View on Sparsely Activated Networks

Aug 08, 2022
Cenk Baykal, Nishanth Dikkala, Rina Panigrahy, Cyrus Rashtchian, Xin Wang

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Do More Negative Samples Necessarily Hurt in Contrastive Learning?

May 03, 2022
Pranjal Awasthi, Nishanth Dikkala, Pritish Kamath

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Statistical Estimation from Dependent Data

Jul 20, 2021
Yuval Dagan, Constantinos Daskalakis, Nishanth Dikkala, Surbhi Goel, Anthimos Vardis Kandiros

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For Manifold Learning, Deep Neural Networks can be Locality Sensitive Hash Functions

Mar 11, 2021
Nishanth Dikkala, Gal Kaplun, Rina Panigrahy

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Minimax Estimation of Conditional Moment Models

Jun 12, 2020
Nishanth Dikkala, Greg Lewis, Lester Mackey, Vasilis Syrgkanis

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Estimating Ising Models from One Sample

Apr 21, 2020
Yuval Dagan, Constantinos Daskalakis, Nishanth Dikkala, Anthimos Vardis Kandiros

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Logistic-Regression with peer-group effects via inference in higher order Ising models

Mar 18, 2020
Constantinos Daskalakis, Nishanth Dikkala, Ioannis Panageas

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