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Optimal Compression of Locally Differentially Private Mechanisms


Oct 29, 2021
Abhin Shah, Wei-Ning Chen, Johannes Balle, Peter Kairouz, Lucas Theis


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Selective Regression Under Fairness Criteria


Oct 28, 2021
Abhin Shah, Yuheng Bu, Joshua Ka-Wing Lee, Subhro Das, Rameswar Panda, Prasanna Sattigeri, Gregory W. Wornell


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A Computationally Efficient Method for Learning Exponential Family Distributions


Oct 28, 2021
Abhin Shah, Devavrat Shah, Gregory W. Wornell


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Finding Valid Adjustments under Non-ignorability with Minimal DAG Knowledge


Jun 22, 2021
Abhin Shah, Karthikeyan Shanmugam, Kartik Ahuja


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Treatment Effect Estimation using Invariant Risk Minimization


Mar 13, 2021
Abhin Shah, Kartik Ahuja, Karthikeyan Shanmugam, Dennis Wei, Kush Varshney, Amit Dhurandhar


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On Learning Continuous Pairwise Markov Random Fields


Oct 28, 2020
Abhin Shah, Devavrat Shah, Gregory W. Wornell


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