Ferber, Aaron
- MIPaaL: Mixed Integer Program as a Layer
2019/07/12 by Ferber, Aaron, Wilder, Bryan, Dilkina, Bistra +1 · 9 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Searching Large Neighborhoods for Integer Linear Programs with Contrastive Learning
2023/02/03 by Taoan Huang, Aaron Ferber, Huang, Taoan +7 · 10 citations
Computer Science · Decision Sciences · Engineering · #Artificial Intelligence (cs.AI) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Scheduling and Timetabling Solutions #Vehicle Routing Optimization Methods
- Diffusion Models as Constrained Samplers for Optimization with Unknown Constraints
2024/02/28 by Lingkai Kong, Yuanqi Du, Kong, Lingkai +19 · 8 citations
Engineering · #Advanced Control Systems Optimization #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Landscape Surrogate: Learning Decision Losses for Mathematical Optimization Under Partial Information
2023/07/18 by Arman Zharmagambetov, Brandon Amos, Zharmagambetov, Arman +9 · 3 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Advanced Multi-Objective Optimization Algorithms #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- Learning Pseudo-Backdoors for Mixed Integer Programs
2021/06/09 by Ferber, Aaron, Song, Jialin, Dilkina, Bistra +1 · 1 citation
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)
- GEM-RAG: Graphical Eigen Memories For Retrieval Augmented Generation
2024/09/23 by Rappazzo, Brendan Hogan, Wang, Yingheng, Ferber, Aaron +1 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences