Gomez, Andres
- Submodularity in conic quadratic mixed 0-1 optimization
2017/05/16 by Atamturk, Alper, Gomez, Andres · 3 citations
#FOS: Mathematics #Optimization and Control (math.OC)
- Rank-one Convexification for Sparse Regression
2019/01/29 by Alper Atamtürk, Andrés Gómez, Atamturk, Alper +1 · 2 citations
Decision Sciences · Engineering · Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Multi-Criteria Decision Making #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Statistical Methods and Inference
- Learning Optimal Classification Trees: Strong Max-Flow Formulations
2020/02/21 by Sina Aghaei, Aghaei, Sina, Andrés Gómez +3 · 1 citation
Computer Science · #Machine Learning and Data Classification #Machine Learning and Algorithms #Metaheuristic Optimization Algorithms Research
- Real-time solution of quadratic optimization problems with banded matrices and indicator variables
2024/05/05 by Andrés Gómez, Gomez, Andres, Shaoning Han +3 · 1 citation
Engineering · #90C26 #90C27 #Aerospace Engineering and Control Systems #FOS: Mathematics #Optimization and Control (math.OC)
- Ideal formulations for constrained convex optimization problems with indicator variables
2020/06/30 by Linchuan Wei, Andrés Gómez, Wei, Linchuan +3 · 1 citation
Engineering · Mathematics · #Advanced Optimization Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Statistical Methods and Inference
- Solution Path of Time-varying Markov Random Fields with Discrete Regularization
2023/07/25 by Fattahi, Salar, Gomez, Andres · 1 citation
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)