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Julian Collado
Julian Collado
Blackberry-Cylance
Dirección de correo verificada de uci.edu
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Año
Jet flavor classification in high-energy physics with deep neural networks
D Guest, J Collado, P Baldi, SC Hsu, G Urban, D Whiteson
Physical Review D 94 (11), 112002, 2016
2982016
Sherpa: Robust hyperparameter optimization for machine learning
L Hertel, J Collado, P Sadowski, J Ott, P Baldi
SoftwareX 12, 100591, 2020
155*2020
Deep learning, dark knowledge, and dark matter
P Sadowski, J Collado, D Whiteson, P Baldi
NIPS 2014 Workshop on High-energy Physics and Machine Learning, 81-87, 2015
502015
How to GAN higher jet resolution
P Baldi, L Blecher, A Butter, J Collado, JN Howard, F Keilbach, T Plehn, ...
SciPost Physics 13 (3), 064, 2022
29*2022
Sparse autoregressive models for scalable generation of sparse images in particle physics
Y Lu, J Collado, D Whiteson, P Baldi
Physical Review D 103 (3), 036012, 2021
292021
Learning to identify electrons
J Collado, JN Howard, T Faucett, T Tong, P Baldi, D Whiteson
Physical Review D 103 (11), 116028, 2021
262021
Learning to isolate muons
J Collado, K Bauer, E Witkowski, T Faucett, D Whiteson, P Baldi
Journal of High Energy Physics 2021 (10), 1-17, 2021
18*2021
Safety of Quark/Gluon Jet Classification
A Romero, D Whiteson, M Fenton, J Collado, P Baldi
arXiv preprint arXiv:2103.09103, 2021
152021
Deep-Learning-Based Kinematic Reconstruction for DUNE
J Liu, J Ott, J Collado, B Jargowsky, W Wu, J Bian, P Baldi
arXiv preprint arXiv:2012.06181, 2020
62020
Fandom culture and identity in esports
MJ Anderson-Coto, C Tomlinson, J Collado, K Squire
Esports Research Conference, 3, 2019
62019
Convolutional Neural Networks for Energy and Vertex Reconstruction in DUNE
I Seong, L Hertel, J Collado, L Li, N Nayak, J Bian, P Baldi
33rd Conference on Neural Information Processing Systems (NeurIPS), Machine …, 2019
32019
Sparse Image Generation with Decoupled Generative Models
Y Lu, J Collado, K Bauer, D Whiteson, P Baldi
Neural Information Processing Systems, Machine Learning and the Physical …, 2019
22019
Distribución de Riqueza Simulada con Modelo del Gas Ideal
JJ Martínez, J Collado, A Hernández
Economía y Administración (E&A) 5 (2), 150-168, 2014
2014
Galileo: cometas y heliocentrismo
JC Umaña
Revista de Filosofía de la Universidad de Costa Rica, 2011
2011
El sistema no puede realizar la operación en estos momentos. Inténtalo de nuevo más tarde.
Artículos 1–14