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Julian Collado
Julian Collado
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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
2972016
Sherpa: Robust hyperparameter optimization for machine learning
L Hertel, J Collado, P Sadowski, J Ott, P Baldi
SoftwareX 12, 100591, 2020
151*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
282021
Learning to identify electrons
J Collado, JN Howard, T Faucett, T Tong, P Baldi, D Whiteson
Physical Review D 103 (11), 116028, 2021
232021
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
142021
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
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