Connor Lawless

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 11

Top Topics

Data Clustering

Constraint Programming

Top Venues

J. Mach. Learn. Res.

Publications

Connor Lawless, Oktay Günlük
Fair Minimum Representation Clustering. CPAIOR (2) (2024)
Connor Lawless, Sanjeeb Dash, Oktay Günlük, Dennis Wei
Interpretable and Fair Boolean Rule Sets via Column Generation. J. Mach. Learn. Res. 24 (2023)
Connor Lawless, Jakob Schoeffer, Lindy Le, Kael Rowan, Shilad Sen, Cristina St. Hill, Jina Suh, Bahar Sarrafzadeh
"I Want It That Way": Enabling Interactive Decision Support Using Large Language Models and Constraint Programming. CoRR (2023)
Connor Lawless, Oktay Günlük
Cluster Explanation via Polyhedral Descriptions. ICML (2023)
Connor Lawless, Oktay Günlük
Fair Minimum Representation Clustering. CoRR (2023)
Connor Lawless, Jayant Kalagnanam, Lam M. Nguyen, Dzung T. Phan, Chandra Reddy
Interpretable Clustering via Multi-Polytope Machines. AAAI (2022)
Connor Lawless, Angela Zhou
A Note on Task-Aware Loss via Reweighing Prediction Loss by Decision-Regret. CoRR (2022)
Connor Lawless, Oktay Günlük
Cluster Explanation via Polyhedral Descriptions. CoRR (2022)
Connor Lawless, Sanjeeb Dash, Oktay Günlük, Dennis Wei
Interpretable and Fair Boolean Rule Sets via Column Generation. CoRR (2021)
Connor Lawless, Oktay Günlük
Fair Decision Rules for Binary Classification. CoRR (2021)
Connor Lawless, Jayant Kalagnanam, Lam M. Nguyen, Dzung T. Phan, Chandra Reddy
Interpretable Clustering via Multi-Polytope Machines. CoRR (2021)