# T. Tony Cai

Orcid: 0000-0002-1673-6296
According to our database

Collaborative distances:

^{1}, T. Tony Cai authored at least 44 papers between 1999 and 2024.Collaborative distances:

## Timeline

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## Bibliography

2024

Matrix Reordering for Noisy Disordered Matrices: Optimality and Computationally Efficient Algorithms.

IEEE Trans. Inf. Theory, January, 2024

Distributed Gaussian Mean Estimation under Communication Constraints: Optimal Rates and Communication-Efficient Algorithms.

J. Mach. Learn. Res., 2024

Optimal Federated Learning for Nonparametric Regression with Heterogeneous Distributed Differential Privacy Constraints.

CoRR, 2024

Federated Nonparametric Hypothesis Testing with Differential Privacy Constraints: Optimal Rates and Adaptive Tests.

CoRR, 2024

Transfer Learning for Nonparametric Regression: Non-asymptotic Minimax Analysis and Adaptive Procedure.

CoRR, 2024

CoRR, 2024

2023

Score Attack: A Lower Bound Technique for Optimal Differentially Private Learning.

CoRR, 2023

2022

Sparse Group Lasso: Optimal Sample Complexity, Convergence Rate, and Statistical Inference.

IEEE Trans. Inf. Theory, 2022

J. Mach. Learn. Res., 2022

CoRR, 2022

2021

Optimal Structured Principal Subspace Estimation: Metric Entropy and Minimax Rates.

J. Mach. Learn. Res., 2021

Distributed Nonparametric Function Estimation: Optimal Rate of Convergence and Cost of Adaptation.

CoRR, 2021

2020

Weighted Message Passing and Minimum Energy Flow for Heterogeneous Stochastic Block Models with Side Information.

J. Mach. Learn. Res., 2020

The Cost of Privacy in Generalized Linear Models: Algorithms and Minimax Lower Bounds.

CoRR, 2020

2019

Transfer Learning for Nonparametric Classification: Minimax Rate and Adaptive Classifier.

CoRR, 2019

The Cost of Privacy: Optimal Rates of Convergence for Parameter Estimation with Differential Privacy.

CoRR, 2019

2018

CoRR, 2018

2017

IEEE Trans. Netw. Sci. Eng., 2017

Optimal detection of weak positive latent dependence between two sequences of multiple tests.

J. Multivar. Anal., 2017

2016

Minimax rate-optimal estimation of high-dimensional covariance matrices with incomplete data.

J. Multivar. Anal., 2016

J. Multivar. Anal., 2016

2015

Law of log determinant of sample covariance matrix and optimal estimation of differential entropy for high-dimensional Gaussian distributions.

J. Multivar. Anal., 2015

Optimal Rates of Convergence for Noisy Sparse Phase Retrieval via Thresholded Wirtinger Flow.

CoRR, 2015

2014

Sparse Representation of a Polytope and Recovery of Sparse Signals and Low-Rank Matrices.

IEEE Trans. Inf. Theory, 2014

IEEE Trans. Inf. Theory, 2014

J. Multivar. Anal., 2014

CoRR, 2014

Robust and Computationally Feasible Community Detection in the Presence of Arbitrary Outlier Nodes.

CoRR, 2014

2013

IEEE Trans. Signal Process., 2013

J. Mach. Learn. Res., 2013

CoRR, 2013

CoRR, 2013

CoRR, 2013

Proceedings of the 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2013

2012

Phase transition in limiting distributions of coherence of high-dimensional random matrices.

J. Multivar. Anal., 2012

CoRR, 2012

2011

IEEE Trans. Inf. Theory, 2011

2010

IEEE Trans. Signal Process., 2010

IEEE Trans. Inf. Theory, 2010

IEEE Trans. Inf. Theory, 2010

2009

IEEE Trans. Inf. Theory, 2009

Variance function estimation in multivariate nonparametric regression with fixed design.

J. Multivar. Anal., 2009

2008

CoRR, 2008

1999

Proceedings of the Storage and Retrieval for Image and Video Databases VII, 1999