Yaacov Ritov

Full Professor, Statiscs, University of Michigan - Ann Arbor

Joined

May 2021

Names

Yaacov Ritov (Preferred)

Emails

****@umich.edu (Confirmed)

Personal Links

Career & Education History

Full Professor

Statiscs, University of Michigan - Ann Arbor (umich.edu)

2015 – Present

PhD student

Statistics, Hebrew University of Jerusalem, Technion (huji.ac.il)

1980 – 1983

Advisors, Relations & Conflicts

PhD Advisor

Peter j bickel

1980 – 1983

Expertise

Statistics

1980 – Present

Publications

Undersmoothing Black-Box Models for Functional Estimation
Yue Yu, Debarghya Mukherjee, Moulinath Banerjee, Yaacov Ritov
- AISTATS 2026 Poster
- Readers: Everyone
Limitations of refinement methods for weak to strong generalization
Seamus Somerstep, Yaacov Ritov, Mikhail Yurochkin, Subha Maity, Yuekai Sun
- COLM 2025
- Readers: Everyone
Algorithmic fairness in performative policy learning: escaping the impossibility of group fairness
Seamus Somerstep, Yaacov Ritov, Yuekai Sun
- ACM Conference on Fairness Accountability and Transparency (FAccT)
- Readers: Everyone
A transfer learning framework for weak to strong generalization
Seamus Somerstep, Felipe Maia Polo, Moulinath Banerjee, Yaacov Ritov, Mikhail Yurochkin, Yuekai Sun
- ICLR 2025 Poster
- Readers: Everyone
A statistical framework for weak-to-strong generalization
Seamus Somerstep, Felipe Maia Polo, Moulinath Banerjee, Yaacov Ritov, Mikhail Yurochkin, Yuekai Sun
- NextGenAISafety 2024 Poster
- Readers: Everyone
Learning in reverse causal strategic environments with ramifications on two sided markets
Seamus Somerstep, Yuekai Sun, Yaacov Ritov
- ICLR 2024 poster
- Readers: Everyone
Nonparametric Empirical Bayes Estimation and Testing for Sparse and Heteroscedastic Signals
Junhui Cai, Xu Han, Yaacov Ritov, Linda Zhao
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- CoRR 2021
- Readers: Everyone
Inference In High-dimensional Single-Index Models Under Symmetric Designs
Hamid Eftekhari, Moulinath Banerjee, Yaacov Ritov
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- J. Mach. Learn. Res. 2021
- Readers: Everyone
Sparse Reconstruction Algorithm for Nonhomogeneous Counting Rate Estimation
Thomas Trigano, Yann Sepulcre, Yaacov Ritov
- Published: 01 Jan 2017, Last Modified: 12 May 2023
- IEEE Trans. Signal Process. 2017
- Readers: Everyone
On conditional parity as a notion of non-discrimination in machine learning
Yaacov Ritov, Yuekai Sun, Ruofei Zhao
- Published: 01 Jan 2017, Last Modified: 12 May 2023
- CoRR 2017
- Readers: Everyone

View all 27 publications

Co-Authors

View all 30 co-authors