Connor Lawless

20 papers A* 4Journal 14Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
"It Was a Magical Box": Understanding Practitioner Workflows and Needs in Optimization.
CoRR
Connor Lawless, Jakob Schoeffer, Madeleine Udell
2025 A* conf
EquivaMap: Leveraging LLMs for Automatic Equivalence Checking of Optimization Formulations.
ICML
Haotian Zhai, Connor Lawless, Ellen Vitercik, Liu Leqi
2025 J jnl
EquivaMap: Leveraging LLMs for Automatic Equivalence Checking of Optimization Formulations.
CoRR
Haotian Zhai, Connor Lawless, Ellen Vitercik, Liu Leqi
2025 — conf
LLMs for Cold-Start Cutting Plane Separator Configuration.
CPAIOR (2)
Connor Lawless, Yingxi Li, Anders Wikum, Madeleine Udell, Ellen Vitercik
2025 A* conf
Understanding Fixed Predictions via Confined Regions.
ICML
Connor Lawless, Tsui-Wei Weng, Berk Ustun, Madeleine Udell
2025 J jnl
Understanding Fixed Predictions via Confined Regions.
CoRR
Connor Lawless, Tsui-Wei Weng, Berk Ustun, Madeleine Udell
2024 J jnl
"I Want It That Way": Enabling Interactive Decision Support Using Large Language Models and Constraint Programming.
ACM Trans. Interact. Intell. Syst.
Connor Lawless, Jakob Schoeffer, Lindy Le, Kael Rowan, Shilad Sen, Cristina St. Hill, Jina Suh, Bahareh Sarrafzadeh
2024 J jnl
Fair Minimum Representation Clustering via Integer Programming.
CoRR
Connor Lawless, Oktay Günlük
2024 — conf
Fair Minimum Representation Clustering.
CPAIOR (2)
Connor Lawless, Oktay Günlük
2024 J jnl
LLMs for Cold-Start Cutting Plane Separator Configuration.
CoRR
Connor Lawless, Yingxi Li, Anders Wikum, Madeleine Udell, Ellen Vitercik
2023 J jnl
"I Want It That Way": Enabling Interactive Decision Support Using Large Language Models and Constraint Programming.
CoRR
Connor Lawless, Jakob Schoeffer, Lindy Le, Kael Rowan, Shilad Sen, Cristina St. Hill, Jina Suh, Bahareh Sarrafzadeh
2023 A* conf
Cluster Explanation via Polyhedral Descriptions.
ICML
Connor Lawless, Oktay Günlük
2023 J jnl
Fair Minimum Representation Clustering.
CoRR
Connor Lawless, Oktay Günlük
2023 J jnl
Interpretable and Fair Boolean Rule Sets via Column Generation.
J. Mach. Learn. Res.
Connor Lawless, Sanjeeb Dash, Oktay Günlük, Dennis Wei
2022 J jnl
A Note on Task-Aware Loss via Reweighing Prediction Loss by Decision-Regret.
CoRR
Connor Lawless, Angela Zhou
2022 J jnl
Cluster Explanation via Polyhedral Descriptions.
CoRR
Connor Lawless, Oktay Günlük
2022 A* conf
Interpretable Clustering via Multi-Polytope Machines.
AAAI
Connor Lawless, Jayant Kalagnanam, Lam M. Nguyen, Dzung T. Phan, Chandra Reddy
2021 J jnl
Fair Decision Rules for Binary Classification.
CoRR
Connor Lawless, Oktay Günlük
2021 J jnl
Interpretable Clustering via Multi-Polytope Machines.
CoRR
Connor Lawless, Jayant Kalagnanam, Lam M. Nguyen, Dzung T. Phan, Chandra Reddy
2021 J jnl
Interpretable and Fair Boolean Rule Sets via Column Generation.
CoRR
Connor Lawless, Sanjeeb Dash, Oktay Günlük, Dennis Wei