v1v2v3v4v5 (latest)

Minimax Estimation of Functionals of Discrete Distributions

26 June 2014

Papers citing "Minimax Estimation of Functionals of Discrete Distributions"

43 / 93 papers shown

Title
Dualizing Le Cam's method for functional estimation, with applications to estimating the unseens Yury Polyanskiy Yihong Wu 38 11 0 14 Feb 2019
Maximum Likelihood Estimation for Learning Populations of Parameters Ramya Korlakai Vinayak Weihao Kong Gregory Valiant Sham Kakade 53 29 0 12 Feb 2019
Distributional property testing in a quantum world A. Gilyén Tongyang Li 45 45 0 02 Feb 2019
Minimax Optimal Additive Functional Estimation with Discrete Distribution Kazuto Fukuchi Jun Sakuma 57 1 0 28 Nov 2018
Formal Limitations on the Measurement of Mutual Information David A. McAllester K. Stratos SSL 95 277 0 10 Nov 2018
Distributed Variational Representation Learning Iñaki Estella Aguerri Milad Sefidgaran 79 73 0 11 Jul 2018
Towards Distributed Energy Services: Decentralizing Optimal Power Flow with Machine Learning Roel Dobbe O. Sondermeijer David Fridovich-Keil D. Arnold Duncan S. Callaway Claire Tomlin 36 14 0 14 Jun 2018
On estimation of nonsmooth functionals of sparse normal means O. Collier L. Comminges Alexandre B. Tsybakov 36 13 0 28 May 2018
Estimating Learnability in the Sublinear Data Regime Weihao Kong Gregory Valiant 102 30 0 04 May 2018
Distributed Simulation and Distributed Inference Jayadev Acharya C. Canonne Himanshu Tyagi 95 26 0 19 Apr 2018
INSPECTRE: Privately Estimating the Unseen Jayadev Acharya Gautam Kamath Ziteng Sun Huanyu Zhang 83 21 0 28 Feb 2018
Local moment matching: A unified methodology for symmetric functional estimation and distribution estimation under Wasserstein distance Yanjun Han Jiantao Jiao Tsachy Weissman 85 41 0 23 Feb 2018
Entropy Rate Estimation for Markov Chains with Large State Space Yanjun Han Jiantao Jiao Chuan-Zheng Lee Tsachy Weissman Yihong Wu Tiancheng Yu OT 102 17 0 22 Feb 2018
Counting Motifs with Graph Sampling Jason M. Klusowski Yihong Wu 63 21 0 21 Feb 2018
Optimal Estimation of Simultaneous Signals Using Absolute Inner Product with Applications to Integrative Genomics Rong Ma T. Tony Cai Hongzhe Li 29 0 0 24 Jan 2018
Testing Optimality of Sequential Decision-Making Meik Dörpinghaus I. Neri É. Roldán H. Meyr F. Jülicher 20 3 0 04 Jan 2018
Approximate Profile Maximum Likelihood Dmitri S. Pavlichin Jiantao Jiao Tsachy Weissman 65 49 0 19 Dec 2017
The Nearest Neighbor Information Estimator is Adaptively Near Minimax Rate-Optimal Jiantao Jiao Weihao Gao Yanjun Han 66 47 0 23 Nov 2017
Optimal rates of entropy estimation over Lipschitz balls Yanjun Han Jiantao Jiao Tsachy Weissman Yihong Wu 114 73 0 06 Nov 2017
Potential Conditional Mutual Information: Estimators, Properties and Applications Arman Rahimzamani Sreeram Kannan 48 11 0 13 Oct 2017
$On Estimation of $L_{r}$-Norms in Gaussian White Noise Models$ On Estimation of $L_{r}$ -Norms in Gaussian White Noise Models Yanjun Han Jiantao Jiao Rajarshi Mukherjee 71 27 0 11 Oct 2017
Estimating Mutual Information for Discrete-Continuous Mixtures Weihao Gao Sreeram Kannan Sewoong Oh Pramod Viswanath 92 159 0 19 Sep 2017
Bias Correction with Jackknife, Bootstrap, and Taylor Series Jiantao Jiao Yanjun Han 74 22 0 18 Sep 2017
$Shannon Entropy Estimation in $\infty$-Alphabets from Convergence Results$ Shannon Entropy Estimation in $\infty$ -Alphabets from Convergence Results Jorge F. Silva 41 8 0 27 Aug 2017
Which Distribution Distances are Sublinearly Testable? C. Daskalakis Gautam Kamath John Wright OOD 116 44 0 31 Jul 2017
Fully Decentralized Policies for Multi-Agent Systems: An Information Theoretic Approach Roel Dobbe David Fridovich-Keil Claire Tomlin 78 42 0 20 Jul 2017
Estimating the Fundamental Limits is Easier than Achieving the Fundamental Limits Jiantao Jiao Yanjun Han Irena Fischer-Hwang Tsachy Weissman 34 11 0 05 Jul 2017
Minimax Estimation of the $L_1$ Distance Jiantao Jiao Yanjun Han Tsachy Weissman 138 49 0 02 May 2017
Ensemble Estimation of Generalized Mutual Information with Applications to Genomics Kevin R. Moon K. Sricharan Alfred Hero 28 9 0 27 Jan 2017
Minimax Optimal Estimators for Additive Scalar Functionals of Discrete Distributions Kazuto Fukuchi Jun Sakuma 50 9 0 23 Jan 2017
Maximum Entropy Flow Networks Gabriel Loaiza-Ganem Yuanjun Gao John P. Cunningham 82 27 0 12 Jan 2017
Sample complexity of the distinct elements problem Yihong Wu Pengkun Yang 66 25 0 11 Dec 2016
A Unified Maximum Likelihood Approach for Optimal Distribution Property Estimation Jayadev Acharya Hirakendu Das A. Orlitsky A. Suresh 99 15 0 09 Nov 2016
Pattern Coding Meets Censoring: (almost) Adaptive Coding on Countable Alphabets Anna Ben-Hamou S. Boucheron Elisabeth Gassiat 17 8 0 30 Aug 2016
Building an Evaluation Scale using Item Response Theory Yanjun Han Hao Wu Hong-ye Yu 85 42 0 28 May 2016
Demystifying Fixed k-Nearest Neighbor Information Estimators Weihao Gao Sewoong Oh Pramod Viswanath 93 138 0 11 Apr 2016
$Estimating the number of unseen species: A bird in the hand is worth $\log n $ in the bush$ Estimating the number of unseen species: A bird in the hand is worth $\log n$ in the bush A. Orlitsky A. Suresh Yihong Wu 47 5 0 23 Nov 2015
Semiparametric estimation of mutual information and related criteria : optimal test of independence Amor Keziou P. Regnault 40 1 0 19 Aug 2015
Information Recovery from Pairwise Measurements Yuxin Chen Changho Suh Andrea J. Goldsmith 137 4 0 06 Apr 2015
Chebyshev polynomials, moment matching, and optimal estimation of the unseen Yihong Wu Pengkun Yang 108 111 0 06 Apr 2015
Beyond Maximum Likelihood: from Theory to Practice Jiantao Jiao K. Venkat Yanjun Han Tsachy Weissman 80 10 0 26 Sep 2014
Minimax rates of entropy estimation on large alphabets via best polynomial approximation Yihong Wu Pengkun Yang 172 220 0 01 Jul 2014
Maximum Likelihood Estimation of Functionals of Discrete Distributions Jiantao Jiao K. Venkat Yanjun Han Tsachy Weissman 145 102 0 26 Jun 2014