Miroslav Dudík

Principal Researcher, Microsoft

Joined

July 2019

Names

Miroslav Dudík

Emails

****@microsoft.com (Confirmed)

Personal Links

Career & Education History

Principal Researcher

Microsoft (microsoft.com)

2012 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Speeding up fairness reductions
Andrea Baraldi, Matteo Brucato, Miroslav Dudík, Francesco Guerra, Matteo Interlandi
- Accepted by TMLR
- Readers: Everyone
Beyond Mean Scores: Factor Models for Reliable and Efficient AI Evaluation
Sang T. Truong, Yukang Wen, Nick Haber, Sanmi Koyejo, Miroslav Dudík, Alex Chouldechova
- Submitted to ICLR 2026
- Readers: Everyone
SureMap: Simultaneous mean estimation for single-task and multi-task disaggregated evaluation
Mikhail Khodak, Lester Mackey, Alexandra Chouldechova, Miroslav Dudík
- NeurIPS 2024 poster
- Readers: Everyone
PcLast: Discovering Plannable Continuous Latent States
Anurag Koul, Shivakanth Sujit, Shaoru Chen, Ben Evans, Lili Wu, Byron Xu, Rajan Chari, Riashat Islam, Raihan Seraj, Yonathan Efroni, Lekan P Molu, Miroslav Dudík, John Langford, Alex Lamb
- ICML 2024 Poster
- Readers: Everyone
PcLast: Discovering Plannable Continuous Latent States
Anurag Koul, Shivakanth Sujit, Shaoru Chen, Ben Evans, Lili Wu, Lekan P Molu, Byron Xu, Rajan Chari, Riashat Islam, Raihan Seraj, Yonathan Efroni, Miroslav Dudík, John Langford, Alex Lamb
- Submitted to ICLR 2024
- Readers: Everyone
A Unified Model and Dimension for Interactive Estimation
Nataly Brukhim, Miroslav Dudík, Aldo Pacchiano, Robert E. Schapire
- NeurIPS 2023 poster
- Readers: Everyone
Provably sample-efficient RL with side information about latent dynamics
Yao Liu, Dipendra Misra, Miroslav Dudík, Robert E. Schapire
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone
Bayesian decision-making under misspecified priors with applications to meta-learning
Max Simchowitz, Christopher Tosh, Akshay Krishnamurthy, Daniel Hsu, Thodoris Lykouris, Miroslav Dudík, Robert E. Schapire
- Published: 09 Nov 2021, Last Modified: 05 May 2023
- NeurIPS 2021 Spotlight
- Readers: Everyone
Provably efficient RL with Rich Observations via Latent State Decoding
Simon S. Du, Akshay Krishnamurthy, Nan Jiang, Alekh Agarwal, Miroslav Dudík, John Langford
- 2019 (modified: 11 Nov 2022)
- ICML 2019
- Readers: Everyone
Fair Regression: Quantitative Definitions and Reduction-Based Algorithms
Alekh Agarwal, Miroslav Dudík, Zhiwei Steven Wu
- 2019 (modified: 11 Nov 2022)
- ICML 2019
- Readers: Everyone

View all 23 publications

Co-Authors

View all 60 co-authors