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2020 – today
- 2024
[j2]Connor Lawless
, Jakob Schoeffer, Lindy Le, Kael Rowan, Shilad Sen, Cristina St. Hill, Jina Suh, Bahareh Sarrafzadeh:
"I Want It That Way": Enabling Interactive Decision Support Using Large Language Models and Constraint Programming. ACM Trans. Interact. Intell. Syst. 14(3): 22:1-22:33 (2024)- [c3]Connor Lawless, Oktay Günlük:
Fair Minimum Representation Clustering. CPAIOR (2) 2024: 20-37 - [i9]Connor Lawless, Oktay Günlük:
Fair Minimum Representation Clustering via Integer Programming. CoRR abs/2409.02963 (2024) - [i8]Connor Lawless, Yingxi Li, Anders Wikum, Madeleine Udell, Ellen Vitercik:
LLMs for Cold-Start Cutting Plane Separator Configuration. CoRR abs/2412.12038 (2024) - 2023
- [j1]Connor Lawless, Sanjeeb Dash, Oktay Günlük, Dennis Wei:
Interpretable and Fair Boolean Rule Sets via Column Generation. J. Mach. Learn. Res. 24: 229:1-229:50 (2023) - [c2]Connor Lawless, Oktay Günlük:
Cluster Explanation via Polyhedral Descriptions. ICML 2023: 18652-18666 - [i7]Connor Lawless, Oktay Günlük:
Fair Minimum Representation Clustering. CoRR abs/2302.03151 (2023) - [i6]Connor Lawless, Jakob Schoeffer, Lindy Le, Kael Rowan, Shilad Sen, Cristina St. Hill, Jina Suh, Bahareh Sarrafzadeh:
"I Want It That Way": Enabling Interactive Decision Support Using Large Language Models and Constraint Programming. CoRR abs/2312.06908 (2023) - 2022
- [c1]Connor Lawless, Jayant Kalagnanam, Lam M. Nguyen, Dzung T. Phan, Chandra Reddy:
Interpretable Clustering via Multi-Polytope Machines. AAAI 2022: 7309-7316 - [i5]Connor Lawless, Oktay Günlük:
Cluster Explanation via Polyhedral Descriptions. CoRR abs/2210.08798 (2022) - [i4]Connor Lawless, Angela Zhou:
A Note on Task-Aware Loss via Reweighing Prediction Loss by Decision-Regret. CoRR abs/2211.05116 (2022) - 2021
- [i3]Connor Lawless, Oktay Günlük:
Fair Decision Rules for Binary Classification. CoRR abs/2107.01325 (2021) - [i2]Connor Lawless, Sanjeeb Dash, Oktay Günlük, Dennis Wei:
Interpretable and Fair Boolean Rule Sets via Column Generation. CoRR abs/2111.08466 (2021) - [i1]Connor Lawless, Jayant Kalagnanam, Lam M. Nguyen, Dzung T. Phan, Chandra Reddy:
Interpretable Clustering via Multi-Polytope Machines. CoRR abs/2112.05653 (2021)
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