Patrik Robert Gerber

Joined

May 2021

Names

Patrik Robert Gerber (Preferred)

Emails

****@mit.edu (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

PhD student

Massachusetts Institute of Technology (mit.edu)

2019 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Yury Polyanskiy

2021 – 2024

PhD Advisor

Philippe Rigollet

2019 – 2024

Expertise

Non-parametric statistics

Present

Minimax Statistics

Present

Hypothesis testing

Present

Likelihood-free inference

Present

Publications

Kernel-Based Tests for Likelihood-Free Hypothesis Testing
Patrik Robert Gerber, Tianze Jiang, Yury Polyanskiy, Rui Sun
- NeurIPS 2023 poster
- Readers: Everyone
Fisher information lower bounds for sampling
Sinho Chewi, Patrik Gerber, Holden Lee, Chen Lu
- Published: 01 Jan 2023, Last Modified: 27 Apr 2023
- ALT 2023
- Readers: Everyone
Rejection sampling from shape-constrained distributions in sublinear time
Sinho Chewi, Patrik R. Gerber, Chen Lu, Thibaut Le Gouic, Philippe Rigollet
- Published: 01 Jan 2022, Last Modified: 27 Apr 2023
- AISTATS 2022
- Readers: Everyone
Gaussian discrepancy: A probabilistic relaxation of vector balancing
Sinho Chewi, Patrik Gerber, Philippe Rigollet, Paxton Turner
- Published: 01 Jan 2022, Last Modified: 27 Apr 2023
- Discret. Appl. Math. 2022
- Readers: Everyone
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
- Published: 01 Jan 2022, Last Modified: 27 Apr 2023
- COLT 2022
- Readers: Everyone
Likelihood-free hypothesis testing
Patrik Róbert Gerber, Yury Polyanskiy
- Published: 01 Jan 2022, Last Modified: 27 Apr 2023
- CoRR 2022
- Readers: Everyone
Fisher information lower bounds for sampling
Sinho Chewi, Patrik Gerber, Holden Lee, Chen Lu
- Published: 01 Jan 2022, Last Modified: 27 Apr 2023
- CoRR 2022
- Readers: Everyone
Averaging on the Bures-Wasserstein manifold: dimension-free convergence of gradient descent
Jason Altschuler, Sinho Chewi, Patrik Robert Gerber, Austin J Stromme
- Published: 09 Nov 2021, Last Modified: 05 May 2023
- NeurIPS 2021 Spotlight
- Readers: Everyone
Averaging on the Bures-Wasserstein manifold: dimension-free convergence of gradient descent
Jason M. Altschuler, Sinho Chewi, Patrik Gerber, Austin J. Stromme
- Published: 01 Jan 2021, Last Modified: 27 Apr 2023
- CoRR 2021
- Readers: Everyone
Averaging on the Bures-Wasserstein manifold: dimension-free convergence of gradient descent
Jason M. Altschuler, Sinho Chewi, Patrik Gerber, Austin J. Stromme
- Published: 01 Jan 2021, Last Modified: 27 Apr 2023
- NeurIPS 2021
- Readers: Everyone

View all 13 publications

Patrik Robert Gerber

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors