Articles by Tomas Vaskevicius | Synthical

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7

Sharper Exponential Convergence Rates for Sinkhorn's Algorithm in Continuous Settings

1 July 2024 by Lénaïc Chizat and others

Optimization and Control

Computational Guarantees for Doubly Entropic Wasserstein Barycenters via Damped Sinkhorn Iterations

25 July 2023 by Lénaïc Chizat and Tomas Vaskevicius

Optimization and Control, Machine Learning

Local Risk Bounds for Statistical Aggregation

29 June 2023 by Jaouad Mourtada and others

Statistics Theory, Information Theory

Exponential Tail Local Rademacher Complexity Risk Bounds Without the Bernstein Condition

23 February 2022 by Varun Kanade and others

Statistics Theory, Machine Learning

Distribution-Free Robust Linear Regression

21 October 2021 by Jaouad Mourtada and others

Statistics Theory, Machine Learning

Suboptimality of Constrained Least Squares and Improvements via Non-Linear Predictors

7 March 2021 by Tomas Vaskevicius and Nikita Zhivotovskiy

Statistics Theory, Machine Learning

The Statistical Complexity of Early-Stopped Mirror Descent

27 August 2020 by Tomas Vaskevicius and others

Machine Learning

Implicit Regularization for Optimal Sparse Recovery

11 September 2019 by Tomas Vaskevicius and others

Machine Learning, Signal Processing

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Machine Learning Statistics Theory Information Theory Optimization and Control Signal Processing