Alan Mishler

Researcher, J.P. Morgan Chase

Joined

May 2021

Names

Alan Mishler (Preferred)

Emails

****@alanmishler.com (Confirmed)

****@fastmail.com (Confirmed)

Personal Links

Career & Education History

Researcher

J.P. Morgan Chase (jpmorgan.com)

2021 – Present

PhD student

Carnegie Mellon University (cmu.edu)

2016 – 2021

Advisors, Relations & Conflicts

No relations added

Expertise

statistics

machine learning

fairness

causal inference

Present

Publications

Prune 'n Predict: Optimizing LLM Decision-making with Conformal Prediction
Harit Vishwakarma, Alan Mishler, Thomas Cook, Niccolo Dalmasso, Natraj Raman, Sumitra Ganesh
- ICML 2025 R2-FM Workshop Poster
- Readers: Everyone
Prune ’n Predict: Optimizing LLM Decision-making with Conformal Prediction
Harit Vishwakarma, Alan Mishler, Thomas Cook, Niccolo Dalmasso, Natraj Raman, Sumitra Ganesh
- PUT at ICML 2025 Poster
- Readers: Everyone
Prune 'n Predict: Optimizing LLM Decision-making with Conformal Prediction
Harit Vishwakarma, Thomas Cook, Alan Mishler, Niccolo Dalmasso, Natraj Raman, Sumitra Ganesh
- BuildingTrust
- Readers: Everyone
Prune 'n Predict: Optimizing LLM Decision-making with Conformal Prediction
Harit Vishwakarma, Alan Mishler, Thomas Cook, Niccolo Dalmasso, Natraj Raman, Sumitra Ganesh
- QUESTION Poster
- Readers: Everyone
Prune 'n Predict: Optimizing LLM Decision-making with Conformal Prediction
Harit Vishwakarma, Alan Mishler, Thomas Cook, Niccolo Dalmasso, Natraj Raman, Sumitra Ganesh
- ICML 2025 poster
- Readers: Everyone
Monty Hall and Optimized Conformal Prediction to Improve Decision-Making with LLMs
Harit Vishwakarma, Alan Mishler, Thomas Cook, Niccolo Dalmasso, Natraj Raman, Sumitra Ganesh
- Submitted to ICLR 2025
- Readers: Everyone
Improving Decision-Making in Open-World Agents with Conformal Prediction and Monty Hall
Harit Vishwakarma, Alan Mishler, Thomas Cook, Niccolo Dalmasso, Natraj Raman, Sumitra Ganesh
- NeurIPS 2024 Workshop Open-World Agents Poster
- Readers: Everyone
Hyper-parameter Tuning for Fair Classification without Sensitive Attribute Access
Akshaj Kumar Veldanda, Ivan Brugere, Sanghamitra Dutta, Alan Mishler, Siddharth Garg
- Accepted by TMLR
- Readers: Everyone
Active Learning with Missing Not At Random Outcomes
Alan Mishler, Mohsen Ghassemi, Alec Koppel, Sumitra Ganesh
- RealML-2023
- Readers: Everyone
Semiparametric Efficient Inference in Adaptive Experiments
Thomas Cook, Alan Mishler, Aaditya Ramdas
- RealML-2023
- Readers: Everyone

View all 29 publications

Co-Authors

View all 39 co-authors