Connor Lawless
5 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Research topics
Keywords
integer programming
(2)
column generation
(2)
feature selection
(1)
mixed integer programming
(1)
alternating minimization
(1)
interpretable classification
(1)
linear classifier
(1)
clustering algorithm
(1)
fairness constraint
(1)
interpretable clustering
(1)
disjunctive normal form
(1)
boolean rule
(1)
equalized odd
(1)
large language model
(1)
equivalence checking
(1)
polyhedral description
(1)
cluster description
(1)
recourse
(1)
feasibility
(1)
confined regions
(1)
Papers
EquivaMap: Leveraging LLMs for Automatic Equivalence Checking of Optimization Formulations
ICML 2025
Understanding Fixed Predictions via Confined Regions
ICML 2025
Cluster Explanation via Polyhedral Descriptions
ICML 2023
Interpretable and Fair Boolean Rule Sets via Column Generation
JMLR 2023
Interpretable Clustering via Multi-Polytope Machines
AAAI 2022