Concepedia
Statistics
Publications
13
Citations
442
H-Index
11
Active since
2016
Affiliations
University of Warwick(Current)
Amazon (Germany)
University of California, Berkeley
Amazon (United States)
Swarthmore College
Valerio Perrone is an author at University of Warwick specializing in engineering, data science, and machine learning.
Top concepts
EngineeringData ScienceMachine LearningDeep LearningStatistical InferenceComputer ScienceBayesian OptimizationArtificial IntelligenceStatisticsUncertainty Quantification
Publications per year
2016–2020
A Likelihood-Free Inference Framework for Population Genetic Data using Exchangeable Neural Networks
Jeffrey Chan, Valerio Perrone, Jeffrey P. Spence et al. · 2018 · 85 citations · Full text
Structured Prediction, Population Genetic Data, Engineering +26
Scalable Hyperparameter Transfer Learning
Valerio Perrone, Rodolphe Jenatton, Matthias Seeger et al. · Neural Information Processing Systems · 2018 · 80 citations
Artificial Intelligence, Hyperparameter Optimization, Model Optimization +13
A Likelihood-Free Inference Framework for Population Genetic Data using Exchangeable Neural Networks.
Jeffrey Chan, Valerio Perrone, Jeffrey P. Spence et al. · PubMed · 2018 · 59 citations · Full text
Population Genetic Data, Engineering, Machine Learning +27
Jeffrey Chan, Valerio Perrone, Jeffrey P. Spence et al. · arXiv (Cornell University) · 2018 · 40 citations · Full text
Population Genetic Data, Engineering, Machine Learning +26
Learning search spaces for Bayesian optimization: Another view of hyperparameter transfer learning
Valerio Perrone, Huibin Shen, Matthias Seeger et al. · arXiv (Cornell University) · 2019 · 36 citations · Full text
Artificial Intelligence, Model Optimization, Hyperparameter Estimation +15
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