Patrik Gerber

According to our database, Patrik Gerber authored at least 8 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Likelihood-Free Hypothesis Testing.

Patrik Róbert Gerber, Yury Polyanskiy

IEEE Trans. Inf. Theory, November, 2024

2023

Kernel-Based Tests for Likelihood-Free Hypothesis Testing.

Patrik Róbert Gerber, Tianze Jiang, Yury Polyanskiy, Rui Sun

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Minimax optimal testing by classification.

Patrik R. Gerber, Yanjun Han, Yury Polyanskiy

Proceedings of the Thirty Sixth Annual Conference on Learning Theory, 2023

Fisher information lower bounds for sampling.

Sinho Chewi, Patrik Gerber, Holden Lee, Chen Lu

Proceedings of the International Conference on Algorithmic Learning Theory, 2023

2022

Gaussian discrepancy: A probabilistic relaxation of vector balancing.

Sinho Chewi, Patrik Gerber, Philippe Rigollet, Paxton Turner

Discret. Appl. Math., 2022

The query complexity of sampling from strongly log-concave distributions in one dimension.

Sinho Chewi, Patrik R. Gerber, Chen Lu, Thibaut Le Gouic, Philippe Rigollet

Proceedings of the Conference on Learning Theory, 2-5 July 2022, London, UK., 2022

Rejection sampling from shape-constrained distributions in sublinear time.

Sinho Chewi, Patrik R. Gerber, Chen Lu, Thibaut Le Gouic, Philippe Rigollet

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Averaging on the Bures-Wasserstein manifold: dimension-free convergence of gradient descent.

Jason M. Altschuler, Sinho Chewi, Patrik Gerber, Austin J. Stromme

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