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Ravi Kumar

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Anonymized Histograms in Intermediate Privacy Models

Oct 27, 2022
Badih Ghazi, Pritish Kamath, Ravi Kumar, Pasin Manurangsi

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Private Isotonic Regression

Oct 27, 2022
Badih Ghazi, Pritish Kamath, Ravi Kumar, Pasin Manurangsi

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Algorithms with More Granular Differential Privacy Guarantees

Sep 08, 2022
Badih Ghazi, Ravi Kumar, Pasin Manurangsi, Thomas Steinke

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Enhancement to Training of Bidirectional GAN : An Approach to Demystify Tax Fraud

Aug 16, 2022
Priya Mehta, Sandeep Kumar, Ravi Kumar, Ch. Sobhan Babu

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Faster Privacy Accounting via Evolving Discretization

Jul 10, 2022
Badih Ghazi, Pritish Kamath, Ravi Kumar, Pasin Manurangsi

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Connect the Dots: Tighter Discrete Approximations of Privacy Loss Distributions

Jul 10, 2022
Vadym Doroshenko, Badih Ghazi, Pritish Kamath, Ravi Kumar, Pasin Manurangsi

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Machine Learning based Framework for Robust Price-Sensitivity Estimation with Application to Airline Pricing

May 04, 2022
Ravi Kumar, Shahin Boluki, Karl Isler, Jonas Rauch, Darius Walczak

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Parsimonious Learning-Augmented Caching

Feb 09, 2022
Sungjin Im, Ravi Kumar, Aditya Petety, Manish Purohit

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Logarithmic Regret from Sublinear Hints

Nov 09, 2021
Aditya Bhaskara, Ashok Cutkosky, Ravi Kumar, Manish Purohit

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User-Level Private Learning via Correlated Sampling

Oct 21, 2021
Badih Ghazi, Ravi Kumar, Pasin Manurangsi

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