Yanjun Han

IEEE Trans. Inf. Theory, 2021

Provably Breaking the Quadratic Error Compounding Barrier in Imitation Learning, Optimally.

[BibT_eX]

[DOI]

CoRR, 2021

On the Competitive Analysis and High Accuracy Optimality of Profile Maximum Likelihood.

[BibT_eX]

[DOI]

Kirankumar Shiragur

Proceedings of the 2021 ACM-SIAM Symposium on Discrete Algorithms, 2021

Ultra-wide Bandwidth Thin-film LiNbO3 Modulator with Record-Low Half-wave-voltage Length Product.

[BibT_eX]

[DOI]

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021

On the Value of Interaction and Function Approximation in Imitation Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

MEOW: A Space-Efficient Nonparametric Bid Shading Algorithm.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Adversarial Combinatorial Bandits with General Non-linear Reward Functions.

[BibT_eX]

[DOI]

Yining Wang

Xi Chen

Proceedings of the 38th International Conference on Machine Learning, 2021

On the High Accuracy Limitation of Adaptive Property Estimation.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

Bias Correction With Jackknife, Bootstrap, and Taylor Series.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2020

Minimax Estimation of Divergences Between Discrete Distributions.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Inf. Theory, 2020

Learning to Bid Optimally and Efficiently in Adversarial First-price Auctions.

[BibT_eX]

[DOI]

CoRR, 2020

Sequential Batch Learning in Finite-Action Linear Contextual Bandits.

[BibT_eX]

[DOI]

CoRR, 2020

The Optimality of Profile Maximum Likelihood in Estimating Sorted Discrete Distributions.

[BibT_eX]

[DOI]

Kirankumar Shiragur

CoRR, 2020

Optimal No-regret Learning in Repeated First-price Auctions.

[BibT_eX]

[DOI]

Zhengyuan Zhou

CoRR, 2020

Minimax Optimal Nonparametric Estimation of Heterogeneous Treatment Effects.

[BibT_eX]

[DOI]

Zijun Gao

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Constrained Functional Value under General Convexity Conditions with Applications to Distributed Simulation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2020

2019

Estimating the Fundamental Limits is Easier Than Achieving the Fundamental Limits.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2019

Domain Compression and its Application to Randomness-Optimal Distributed Goodness-of-Fit.

[BibT_eX]

[DOI]

Electron. Colloquium Comput. Complex., 2019

Optimal Communication Rates for Zero-Error Distributed Simulation under Blackboard Communication Protocols.

[BibT_eX]

[DOI]

CoRR, 2019

Learning Distributions from their Samples under Communication Constraints.

[BibT_eX]

[DOI]

Leighton Pate Barnes

CoRR, 2019

Batched Multi-armed Bandits Problem.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Fisher Information for Distributed Estimation under a Blackboard Communication Protocol.

[BibT_eX]

[DOI]

Leighton Pate Barnes

Proceedings of the IEEE International Symposium on Information Theory, 2019

2018

Minimax Estimation of the L1 Distance.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2018

Expectation of the Largest Betting Size in Labouchère System.

[BibT_eX]

[DOI]

Guanyang Wang

CoRR, 2018

The Nearest Neighbor Information Estimator is Adaptively Near Minimax Rate-Optimal.

[BibT_eX]

[DOI]

Weihao Gao

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Entropy Rate Estimation for Markov Chains with Large State Space.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Distributed Statistical Estimation of High-Dimensional and Nonparametric Distributions.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

Local moment matching: A unified methodology for symmetric functional estimation and distribution estimation under Wasserstein distance.

[BibT_eX]

[DOI]

Proceedings of the Conference On Learning Theory, 2018

A Geometric Characterization of Fisher Information from Quantized Samples with Applications to Distributed Statistical Estimation.

[BibT_eX]

[DOI]

Leighton Pate Barnes

Proceedings of the 56th Annual Allerton Conference on Communication, 2018

2017

Maximum Likelihood Estimation of Functionals of Discrete Distributions.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2017

Optimal rates of entropy estimation over Lipschitz balls.

[BibT_eX]

[DOI]

CoRR, 2017

On Estimation of L{r}-Norms in Gaussian White Noise Models.

[BibT_eX]

[DOI]

CoRR, 2017

Bias Correction with Jackknife, Bootstrap, and Taylor Series.

[BibT_eX]

[DOI]

CoRR, 2017

Minimax Estimation of the $L_1$ Distance.

[BibT_eX]

[DOI]

CoRR, 2017

Dependence measures bounding the exploration bias for general measurements.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

2016

Performance Limits and Geometric Properties of Array Localization.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2016

Mutual Information Bounds via Adjacency Events.

[BibT_eX]

[DOI]

Or Ordentlich

Ofer Shayevitz

IEEE Trans. Inf. Theory, 2016

Demystifying ResNet.

[BibT_eX]

[DOI]

CoRR, 2016

Minimax Estimation of KL Divergence between Discrete Distributions.

[BibT_eX]

[DOI]

CoRR, 2016

Minimax rate-optimal estimation of KL divergence between discrete distributions.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Symposium on Information Theory and Its Applications, 2016

Minimax estimation of the L1 distance.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2016

Beyond maximum likelihood: Boosting the Chow-Liu algorithm for large alphabets.

[BibT_eX]

[DOI]

Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016

2015

Minimax Estimation of Functionals of Discrete Distributions.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2015

Minimax Estimation of Discrete Distributions Under ℓ1 Loss.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2015

On the Ergodic Capacity of MIMO Free-Space Optical Systems Over Turbulence Channels.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2015

Minimax estimation of information measures.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2015

Maximum Likelihood Estimation of information measures.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2015

Minimax estimation of discrete distributions.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2015

Adaptive estimation of Shannon entropy.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2015

Does dirichlet prior smoothing solve the Shannon entropy estimation problem?

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2015

2014

Beyond Maximum Likelihood: from Theory to Practice.

[BibT_eX]

[DOI]

CoRR, 2014

Performance Limits and Geometric Properties of Narrowband Array Localization.

[BibT_eX]

[DOI]

CoRR, 2014

Fundamental localization accuracy in narrowband array-based systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Time-varying channel estimation based on dynamic compressive sensing for OFDM systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2014

Near-optimal signal detection with low complexity based on Gauss-Seidel method for uplink large-scale MIMO systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2014

Accurate channel estimation based on Bayesian Compressive Sensing for next-generation wireless broadcasting systems.

[BibT_eX]

[DOI]

Zhenkai Fan

Zhaohua Lu

Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2014

2012

A Boosting, Sparsity- Constrained Bilinear Model for Object Recognition.

[BibT_eX]

[DOI]

IEEE Multim., 2012

2011

Face Sketch Synthesis via Multivariate Output Regression.

[BibT_eX]

[DOI]

Proceedings of the Human-Computer Interaction. Design and Development Approaches, 2011

2010

Avoiding False Positive in Multi-Instance Learning.

[BibT_eX]

[DOI]