Fair Minimum Representation Clustering via Integer Programming

Authors: Lawless, Connor, Gunluk, Oktay

Subject Terms: Mathematics - Optimization and Control, Computer Science - Computers and Society, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2409.02963

Fair Minimum Representation Clustering

Authors: Lawless, Connor, Gunluk, Oktay

Subject Terms: Computer Science - Machine Learning, Mathematics - Optimization and Control

Access URL: http://arxiv.org/abs/2302.03151

Recovering Dantzig-Wolfe Bounds by Cutting Planes

Authors: Chen, Rui, Gunluk, Oktay, Lodi, Andrea

Subject Terms: Mathematics - Optimization and Control

Access URL: http://arxiv.org/abs/2301.13149

Online Decision Making with Nonconvex Local and Convex Global Constraints

Authors: Chen, Rui, Gunluk, Oktay, Lodi, Andrea, Wang, Guanyi

Subject Terms: Mathematics - Optimization and Control, Computer Science - Data Structures and Algorithms

Access URL: http://arxiv.org/abs/2211.03997

Cluster Explanation via Polyhedral Descriptions

Authors: Lawless, Connor, Gunluk, Oktay

Subject Terms: Computer Science - Machine Learning, Mathematics - Optimization and Control

Access URL: http://arxiv.org/abs/2210.08798

Interpretable and Fair Boolean Rule Sets via Column Generation

Authors: Lawless, Connor, Dash, Sanjeeb, Gunluk, Oktay, Wei, Dennis

Source: Journal of Machine Learning Research 2023 Volume 24, Number 229, Pages 1-50

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Mathematics - Optimization and Control

Access URL: http://arxiv.org/abs/2111.08466

Fair Decision Rules for Binary Classification

Authors: Lawless, Connor, Gunluk, Oktay

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Computer Science - Computers and Society

Access URL: http://arxiv.org/abs/2107.01325

Binary Matrix Factorisation and Completion via Integer Programming

Authors: Kovacs, Reka A., Gunluk, Oktay, Hauser, Raphael A.

Subject Terms: Mathematics - Optimization and Control, Computer Science - Discrete Mathematics, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2106.13434

Optimal qubit assignment and routing via integer programming

Authors: Nannicini, Giacomo, Bishop, Lev S, Gunluk, Oktay, Jurcevic, Petar

Subject Terms: Quantum Physics, Mathematics - Optimization and Control

Access URL: http://arxiv.org/abs/2106.06446

Multilinear Sets with Two Monomials and Cardinality Constraints

Authors: Chen, Rui, Dash, Sanjeeb, Gunluk, Oktay

Subject Terms: Mathematics - Optimization and Control

Access URL: http://arxiv.org/abs/2105.10771

Binary Matrix Factorisation via Column Generation

Authors: Kovacs, Reka A., Gunluk, Oktay, Hauser, Raphael A.

Subject Terms: Mathematics - Optimization and Control, Computer Science - Discrete Mathematics, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2011.04457

Convexifying Multilinear Sets with Cardinality Constraints: Structural Properties, Nested Case and Extensions

Authors: Chen, Rui, Dash, Sanjeeb, Gunluk, Oktay

Subject Terms: Mathematics - Optimization and Control, 90C10(Primary) 90C27

Access URL: http://arxiv.org/abs/2007.15725

On a generalization of the Chvatal-Gomory closure

Authors: Dash, Sanjeeb, Gunluk, Oktay, Lee, Dabeen

Subject Terms: Mathematics - Optimization and Control, 90C10, 90C11, 90C27, 90C57

Access URL: http://arxiv.org/abs/2007.04880

Multilabel Classification by Hierarchical Partitioning and Data-dependent Grouping

Authors: Ubaru, Shashanka, Dash, Sanjeeb, Mazumdar, Arya, Gunluk, Oktay

Source: Neural Information Processing Systems (NeurIPS), 2020

Subject Terms: Computer Science - Machine Learning, Statistics - Machine Learning

Access URL: http://arxiv.org/abs/2006.14084

Robust-to-dynamics linear programming

Authors: Ahmad, Amir Ali, Gunluk, Oktay

Source: 2015 54th IEEE Conference on Decision and Control (CDC) Decision and Control (CDC), 2015 IEEE 54th Annual Conference on. :5915-5919 Dec, 2015

Relation: 2015 54th IEEE Conference on Decision and Control (CDC)

Robust-to-Dynamics Optimization

Authors: Ahmadi, Amir Ali, Gunluk, Oktay

Subject Terms: Mathematics - Optimization and Control, Computer Science - Data Structures and Algorithms, Electrical Engineering and Systems Science - Systems and Control, Mathematics - Dynamical Systems

Access URL: http://arxiv.org/abs/1805.03682

Robust confidentiality preserving data delivery in federated coalition networks

Authors: Su, Lu, Gao, Yunlong, Ye, Fan, Liu, Peng, Gunluk, Oktay, Bcrman, Tom, Calo, Seraphin, Abdelzaher, Tarek

Source: 2014 IFIP Networking Conference Networking Conference, 2014 IFIP. :1-9 Jun, 2014

Relation: 2014 IFIP Networking Conference

Low-Rank Boolean Matrix Approximation by Integer Programming

Authors: Kovacs, Reka, Gunluk, Oktay, Hauser, Raphael

Subject Terms: Computer Science - Learning, Computer Science - Discrete Mathematics, Statistics - Machine Learning

Access URL: http://arxiv.org/abs/1803.04825

Binary Extended Formulations

Authors: Dash, Sanjeeb, Gunluk, Oktay, Hildebrand, Robert

Subject Terms: Mathematics - Optimization and Control

Access URL: http://arxiv.org/abs/1801.01208

On Capacity Models for Network Design

Authors: Atamturk, Alper, Gunluk, Oktay

Subject Terms: Mathematics - Optimization and Control

Access URL: http://arxiv.org/abs/1711.10147