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Sequential Estimation of Convex Divergences using Reverse Submartingales and Exchangeable Filtrations


Mar 16, 2021
Tudor Manole, Aaditya Ramdas

* 51 pages 

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Distribution-free uncertainty quantification for classification under label shift


Mar 11, 2021
Aleksandr Podkopaev, Aaditya Ramdas


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Doubly robust confidence sequences for sequential causal inference


Mar 11, 2021
Ian Waudby-Smith, David Arbour, Ritwik Sinha, Edward H. Kennedy, Aaditya Ramdas


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Off-policy Confidence Sequences


Feb 18, 2021
Nikos Karampatziakis, Paul Mineiro, Aaditya Ramdas


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Dimension-agnostic inference


Nov 10, 2020
Ilmun Kim, Aaditya Ramdas


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Dynamic Algorithms for Online Multiple Testing


Oct 26, 2020
Ziyu Xu, Aaditya Ramdas


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Variance-adaptive confidence sequences by betting


Oct 19, 2020
Ian Waudby-Smith, Aaditya Ramdas


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The leave-one-covariate-out conditional randomization test


Jul 13, 2020
Eugene Katsevich, Aaditya Ramdas

* This paper has been withdrawn by the authors, because it has now been merged with (and superseded by) a parallel work arXiv:2006.03980 by Molei Liu and Lucas Janson 

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Distribution-free binary classification: prediction sets, confidence intervals and calibration


Jun 18, 2020
Chirag Gupta, Aleksandr Podkopaev, Aaditya Ramdas

* 33 pages, 3 figures 

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Uncertainty quantification using martingales for misspecified Gaussian processes


Jun 12, 2020
Willie Neiswanger, Aaditya Ramdas


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Confidence sequences for sampling without replacement


Jun 08, 2020
Ian Waudby-Smith, Aaditya Ramdas


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A theoretical treatment of conditional independence testing under Model-X


May 12, 2020
Eugene Katsevich, Aaditya Ramdas


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On conditional versus marginal bias in multi-armed bandits


Feb 19, 2020
Jaehyeok Shin, Aaditya Ramdas, Alessandro Rinaldo

* 20 pages 

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Universal Inference Using the Split Likelihood Ratio Test


Feb 04, 2020
Larry Wasserman, Aaditya Ramdas, Sivaraman Balakrishnan


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The Power of Batching in Multiple Hypothesis Testing


Nov 01, 2019
Tijana Zrnic, Daniel L. Jiang, Aaditya Ramdas, Michael I. Jordan

* 29 pages, 12 figures 

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Online control of the familywise error rate


Oct 10, 2019
Jinjin Tian, Aaditya Ramdas


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Path Length Bounds for Gradient Descent and Flow


Aug 02, 2019
Chirag Gupta, Sivaraman Balakrishnan, Aaditya Ramdas

* 47 pages, 7 figures 

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Sequential estimation of quantiles with applications to A/B-testing and best-arm identification


Jun 24, 2019
Steven R. Howard, Aaditya Ramdas

* 24 pages, 4 figures 

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ADDIS: an adaptive discarding algorithm for online FDR control with conservative nulls


May 30, 2019
Jinjin Tian, Aaditya Ramdas

* Update the title 

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ADDIS: adaptive algorithms for online FDR control with conservative nulls


May 27, 2019
Jinjin Tian, Aaditya Ramdas


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The bias of the sample mean in multi-armed bandits can be positive or negative


May 27, 2019
Jaehyeok Shin, Aaditya Ramdas, Alessandro Rinaldo

* 21 pages. arXiv admin note: text overlap with arXiv:1902.00746 

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A Higher-Order Kolmogorov-Smirnov Test


Mar 24, 2019
Veeranjaneyulu Sadhanala, Yu-Xiang Wang, Aaditya Ramdas, Ryan J. Tibshirani

* 18 pages, AISTATS 2019 

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On the bias, risk and consistency of sample means in multi-armed bandits


Feb 02, 2019
Jaehyeok Shin, Aaditya Ramdas, Alessandro Rinaldo

* 35 pages 

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Asynchronous Online Testing of Multiple Hypotheses


Dec 12, 2018
Tijana Zrnic, Aaditya Ramdas, Michael I. Jordan

* 45 pages, 25 figures 

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SAFFRON: an adaptive algorithm for online control of the false discovery rate


Feb 25, 2018
Aaditya Ramdas, Tijana Zrnic, Martin Wainwright, Michael Jordan

* 16 pages, 10 figures 

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A framework for Multi-A(rmed)/B(andit) testing with online FDR control


Nov 18, 2017
Fanny Yang, Aaditya Ramdas, Kevin Jamieson, Martin J. Wainwright

* Published as a conference paper at NIPS 2017 

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DAGGER: A sequential algorithm for FDR control on DAGs


Oct 10, 2017
Aaditya Ramdas, Jianbo Chen, Martin J. Wainwright, Michael I. Jordan

* 24 pages, 10 figures 

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