Oktay Günlük
- Boolean Decision Rules via Column Generation
2018/05/24 by Sanjeeb Dash, Oktay Günlük, Dash, Sanjeeb +3 · 14 citations
Computer Science · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning and Algorithms #Machine Learning and Data Classification
- Optimal qubit assignment and routing via integer programming
2021/06/11 by Giacomo Nannicini, Lev S. Bishop, Nannicini, Giacomo +5 · 8 citations
Computer Science · Engineering · #FOS: Mathematics #FOS: Physical sciences #Low-power high-performance VLSI design #Optimization and Control (math.OC) #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
- Generalized Linear Rule Models
2019/06/05 by Dennis Wei, Sanjeeb Dash, Wei, Dennis +5 · 3 citations
Computer Science · #Bayesian Modeling and Causal Inference #Data Mining Algorithms and Applications #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Optimization and Control (math.OC)
- Optimal Generalized Decision Trees via Integer Programming
2016/12/10 by Oktay Günlük, Gunluk, Oktay, Jayant Kalagnanam +6 · 2 citations
Computer Science · #90C10 #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #FOS: Mathematics #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Optimization and Control (math.OC)
- Fair Decision Rules for Binary Classification
2021/07/03 by Connor Lawless, Oktay Günlük, Lawless, Connor +1 · 1 citation
Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Recovering Dantzig-Wolfe Bounds by Cutting Planes
2023/01/30 by Rui Chen, Chen, Rui, Oktay Günlük +3 · 1 citation
Computer Science · Engineering · #FOS: Mathematics #Optimization and Control (math.OC) #Optimization and Packing Problems #Optimization and Search Problems #Vehicle Routing Optimization Methods