Valerio Perrone

1. Learning search spaces for Bayesian optimization: Another view of\n hyperparameter transfer learning
   2019/09/27 by Valerio Perrone, Perrone, Valerio, Huibin Shen +7 · 5 citations
   Computer Science · #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Metaheuristic Optimization Algorithms Research
2. Automatic Termination for Hyperparameter Optimization
   2021/04/16 by Anastasia Makarova, Makarova, Anastasia, Huibin Shen +13 · 3 citations
   Computer Science · #Advanced Multi-Objective Optimization Algorithms #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Metaheuristic Optimization Algorithms Research
3. Poisson Random Fields for Dynamic Feature Models
   2016/11/22 by Valerio Perrone, Paul A. Jenkins, Perrone, Valerio +5 · 2 citations
   Computer Science · Social Sciences · #Bayesian Methods and Mixture Models #Computational and Text Analysis Methods #FOS: Computer and information sciences #Machine Learning (stat.ML)
4. Constrained Bayesian Optimization with Max-Value Entropy Search
   2019/10/15 by Valerio Perrone, Perrone, Valerio, Iaroslav Shcherbatyi +7 · 2 citations
   Computer Science · #Gaussian Processes and Bayesian Inference #Advanced Multi-Objective Optimization Algorithms #Machine Learning and Data Classification
5. Lexical semantic change for Ancient Greek and Latin
   2021/01/22 by Valerio Perrone, Simon Hengchen, Perrone, Valerio +9 · 1 citation
   Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Language and cultural evolution #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
6. Structural Pruning of Pre-trained Language Models via Neural Architecture Search
   2024/05/03 by Aaron Klein, Klein, Aaron, Jacek Gołębiowski +7 · 2 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
7. Multiple Adaptive Bayesian Linear Regression for Scalable Bayesian Optimization with Warm Start
   2017/12/08 by Valerio Perrone, Rodolphe Jenatton, Perrone, Valerio +5 · 2 citations
   Computer Science · #Gaussian Processes and Bayesian Inference #Machine Learning and Data Classification #Machine Learning and Algorithms