Andrés Gómez
- Strong Optimal Classification Trees
2021/03/29 by Sina Aghaei, Andrés Gómez, Aghaei, Sina +3 · 5 citations
Computer Science · Mathematics · Decision Sciences · #Machine Learning and Data Classification #Statistical Methods and Inference #Risk and Portfolio Optimization
- Rank-one Convexification for Sparse Regression
2019/01/29 by Alper Atamtürk, Andrés Gómez, Atamturk, Alper +1 · 1 citation
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 Robust to Distribution Shifts
2023/10/26 by Nathan Justin, Sina Aghaei, Justin, Nathan +5 · 2 citations
Computer Science · #Anomaly Detection Techniques and Applications #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)
- 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
- Learning Optimal Prescriptive Trees from Observational Data
2021/08/31 by Nathanael Jo, Sina Aghaei, Jo, Nathanael +5 · 1 citation
Mathematics · Computer Science · #Advanced Causal Inference Techniques #Explainable Artificial Intelligence (XAI) #Statistical Methods and Inference
- NetQIR: An Extension of QIR for Distributed Quantum Computing
2024/08/07 by F. Javier Cardama, Cardama, F. Javier, Jorge Vázquez-Pérez +9 · 3 citations
Computer Science · #Cloud Computing and Resource Management #FOS: Physical sciences #Neural Networks and Reservoir Computing #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)
- 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, Wei, Linchuan, Andrés Gómez +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
- QMIO: A tightly integrated hybrid HPCQC system
2025/05/25 by Javier López Cacheiro, Cacheiro, Javier, Sánchez, Álvaro C +10 · 2 citations
Computer Science · #Advanced Data Storage Technologies #Algorithms and Data Compression #Distributed #Distributed and Parallel Computing Systems #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Parallel #Quantum Physics (quant-ph) #and Cluster Computing (cs.DC)
- Can PCE solve the factorisation problem via optimisation?
2026/07/26 by Fernando Alonso, Colomán Samprón, Jacobo Veiga +1
#quant-ph #cs.CR