Gonzalez, Javier
- Preferential Bayesian Optimization
2017/04/12 by Javier González, Zhenwen Dai, Gonzalez, Javier +5 · 13 citations
Decision Sciences · Computer Science · #Advanced Bandit Algorithms Research #Advanced Multi-Objective Optimization Algorithms #Gaussian Processes and Bayesian Inference
- BOSS: Bayesian Optimization over String Spaces
2020/10/02 by Moss, Henry B., Beck, Daniel, Gonzalez, Javier +2 · 9 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- RKHS-SHAP: Shapley Values for Kernel Methods
2021/10/18 by Chau, Siu Lun, Hu, Robert, Gonzalez, Javier +1 · 10 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- BINOCULARS for Efficient, Nonmyopic Sequential Experimental Design
2019/09/10 by Shali Jiang, Jiang, Shali, Henry Chai +5 · 2 citations
Computer Science · #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification
- Alignment of Silicon tracking systems R&D on Semitransparent Microstrip Sensors
2009/01/09 by Duarte, Jordi, Fernandez, Marcos, Gonzalez, Javier +10 · 1 citation
#FOS: Physical sciences #Instrumentation and Detectors (physics.ins-det)
- Active Multi-Information Source Bayesian Quadrature
2019/03/27 by Alexandra Gessner, Javier González, Gessner, Alexandra +3 · 1 citation
Computer Science · Decision Sciences · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Probabilistic and Robust Engineering Design
- Automatic Discovery of Privacy-Utility Pareto Fronts
2019/05/26 by Avent, Brendan, Gonzalez, Javier, Diethe, Tom +2 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Preferential Batch Bayesian Optimization
2020/03/25 by Eero Siivola, Siivola, Eero, Akash Kumar Dhaka +9 · 1 citation
Computer Science · Decision Sciences · #Gaussian Processes and Bayesian Inference #Advanced Multi-Objective Optimization Algorithms #Advanced Bandit Algorithms Research
- Good practices for Bayesian Optimization of high dimensional structured spaces
2020/12/31 by Siivola, Eero, Gonzalez, Javier, Paleyes, Andrei +1 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Emulation of physical processes with Emukit
2021/10/25 by Paleyes, Andrei, Pullin, Mark, Mahsereci, Maren +3 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- AIRIVA: A Deep Generative Model of Adaptive Immune Repertoires
2023/04/26 by Pradier, Melanie F., Prasad, Niranjani, Chapfuwa, Paidamoyo +8 · 1 citation
#FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Quantitative Methods (q-bio.QM)
- Reconstructing the redshift evolution of Type Ia supernovae absolute magnitude
2025/04/21 by von Marttens, Rodrigo, Gonzalez, Javier, Alcaniz, Jailson · 4 citations
#Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences
- Assessing the dark degeneracy through the gas mass fraction data
2024/03/18 by Barbosa, Dinorah, von Marttens, Rodrigo, Gonzalez, Javier +1 · 1 citation
#Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences
- RE-IMAGINE: Symbolic Benchmark Synthesis for Reasoning Evaluation
2025/06/18 by Xu, Xinnuo, Lawrence, Rachel, Dubey, Kshitij +7 · 4 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences