Erfaun Noorani

Researcher, Massachusetts Institute of Technology

Joined

May 2021

Names

Erfaun Noorani (Preferred)

Emails

****@umd.edu (Confirmed)

,

****@gmail.com (Confirmed)

,

****@ll.mit.edu (Confirmed)

Personal Links

Career & Education History

Researcher

Massachusetts Institute of Technology (mit.edu)

2024 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Reinforcement learning with non-ergodic reward increments: robustness via ergodicity transformations
Dominik Baumann, Erfaun Noorani, James Price, Ole Peters, Colm Connaughton, Thomas B. Schön
- EWRL 2025 Poster
- Readers: Everyone
Reinforcement learning with non-ergodic reward increments: robustness via ergodicity transformations
Dominik Baumann, Erfaun Noorani, James Price, Ole Peters, Colm Connaughton, Thomas B. Schön
- Accepted by TMLR
- Readers: Everyone
Non-ergodicity in reinforcement learning: robustness via ergodicity transformations
Dominik Baumann, Erfaun Noorani, James Price, Ole Peters, Colm Connaughton, Thomas B. Schön
- FoRLaC Poster
- Readers: Everyone
Non-ergodicity in reinforcement learning: robustness via ergodic transformations
Dominik Baumann, Erfaun Noorani, James Price, Ole Peters, Colm Connaughton, Thomas B. Schön
- Submitted to ICLR 2024
- Readers: Everyone
An Entropic Risk Measure for Robust Counterfactual Explanations
Erfaun Noorani, Faisal Hamman, Sanghamitra Dutta
- Submitted to ICLR 2024
- Readers: Everyone
Robust Counterfactual Explanations for Neural Networks With Probabilistic Guarantees
Faisal Hamman, Erfaun Noorani, Saumitra Mishra, Daniele Magazzeni, Sanghamitra Dutta
- ICML 2023 Poster
- Readers: Everyone

Co-Authors