Patrick Vossler

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 6

Top Topics

Bayesian Networks

Preference Elicitation

Feature Construction

Top Venues

Publications

Hadi Elzayn, Emily Black, Patrick Vossler, Nathanael Jo, Jacob Goldin, Daniel E. Ho
Estimating and Implementing Conventional Fairness Metrics With Probabilistic Protected Features. SaTML (2024)
Patrick Vossler, Sina Aghaei, Nathan Justin, Nathanael Jo, Andrés Gómez, Phebe Vayanos
ODTlearn: A Package for Learning Optimal Decision Trees for Prediction and Prescription. CoRR (2023)
Caroline M. Johnston, Patrick Vossler, Simon Blessenohl, Phebe Vayanos
Deploying a Robust Active Preference Elicitation Algorithm on MTurk: Experiment Design, Interface, and Evaluation for COVID-19 Patient Prioritization. EAAMO (2023)
Hadi Elzayn, Emily Black, Patrick Vossler, Nathanael Jo, Jacob Goldin, Daniel E. Ho
Estimating and Implementing Conventional Fairness Metrics With Probabilistic Protected Features. CoRR (2023)
Caroline M. Johnston, Patrick Vossler, Simon Blessenohl, Phebe Vayanos
Deploying a Robust Active Preference Elicitation Algorithm: Experiment Design, Interface, and Evaluation for COVID-19 Patient Prioritization. CoRR (2023)
Xinze Du, Yingying Fan, Jinchi Lv, Tianshu Sun, Patrick Vossler
Dimension-Free Average Treatment Effect Inference with Deep Neural Networks. CoRR (2021)