Mishler, Alan

10 publications

AAAI 2025 Auditing and Enforcing Conditional Fairness via Optimal Transport Mohsen Ghassemi, Alan Mishler, Niccolò Dalmasso, Luhao Zhang, Vamsi K. Potluru, Tucker Balch, Manuela Veloso

ICLRW 2025 Prune 'n Predict: Optimizing LLM Decision-Making with Conformal Prediction Harit Vishwakarma, Thomas Cook, Alan Mishler, Niccolo Dalmasso, Natraj Raman, Sumitra Ganesh

ICML 2025 Prune ’n Predict: Optimizing LLM Decision-Making with Conformal Prediction Harit Vishwakarma, Alan Mishler, Thomas Cook, Niccolo Dalmasso, Natraj Raman, Sumitra Ganesh

AAAI 2024 FairWASP: Fast and Optimal Fair Wasserstein Pre-Processing Zikai Xiong, Niccolò Dalmasso, Alan Mishler, Vamsi K. Potluru, Tucker Balch, Manuela Veloso

TMLR 2024 Hyper-Parameter Tuning for Fair Classification Without Sensitive Attribute Access Akshaj Kumar Veldanda, Ivan Brugere, Sanghamitra Dutta, Alan Mishler, Siddharth Garg

NeurIPSW 2024 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

CLeaR 2024 Semiparametric Efficient Inference in Adaptive Experiments Thomas Cook, Alan Mishler, Aaditya Ramdas

NeurIPSW 2023 Active Learning with Missing Not at Random Outcomes Alan Mishler, Mohsen Ghassemi, Alec Koppel, Sumitra Ganesh

TMLR 2023 Fairness via In-Processing in the Over-Parameterized Regime: A Cautionary Tale with MinDiff Loss Akshaj Kumar Veldanda, Ivan Brugere, Jiahao Chen, Sanghamitra Dutta, Alan Mishler, Siddharth Garg

NeurIPSW 2023 Semiparametric Efficient Inference in Adaptive Experiments Thomas Cook, Alan Mishler, Aaditya Ramdas