Statistics
Publications
7
Citations
313
H-Index
7
Active since
2014
Affiliations
University of California, Irvine(Current)
Julian Collado is an author at University of California, Irvine specializing in computer science, machine learning, and deep learning.
Publications per year
2014–2022
7
7
Jet flavor classification in high-energy physics with deep neural networks
Daniel Guest, Julian Collado, Pierre Baldi et al. · Physical review. D/Physical review. D. · 2016 · 179 citations · Full text
Computing, Computer Science, Physics +16
How to GAN Higher Jet Resolution
Pierre Baldi, Lukas Blecher, Anja Butter et al. · SciPost Physics · 2022 · 30 citations · Full text
Computing, Computer Science, Physics +17
Deep learning, dark knowledge, and dark matter
Peter Sadowski, Julian Collado, D. Whiteson et al. · 2014 · 26 citations
Sherpa: Hyperparameter Optimization for Machine Learning Models
Lars Hertel, Julian Collado, Peter Sadowski et al. · 2018 · 22 citations
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