Searching for exotic particles in high-energy physics with deep learning P Baldi, P Sadowski, D Whiteson
Nature Communications 5, 2014
1236 2014 Theano: A Python framework for fast computation of mathematical expressions R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, N Ballas, ...
arXiv e-prints, arXiv: 1605.02688, 2016
1005 * 2016 Understanding dropout P Baldi, P Sadowski
Advances in neural information processing systems, 2814-2822, 2013
618 2013 Learning activation functions to improve deep neural networks F Agostinelli, M Hoffman, P Sadowski, P Baldi
arXiv preprint arXiv:1412.6830, 2014
544 2014 The dropout learning algorithm P Baldi, P Sadowski
Artificial intelligence 210, 78-122, 2014
307 2014 Parameterized neural networks for high-energy physics P Baldi, K Cranmer, T Faucett, P Sadowski, D Whiteson
The European Physical Journal C 76, 1-7, 2016
277 * 2016 Jet substructure classification in high-energy physics with deep neural networks P Baldi, K Bauer, C Eng, P Sadowski, D Whiteson
Physical Review D 93 (9), 094034, 2016
247 2016 Deep autoencoder neural networks for gene ontology annotation predictions D Chicco, P Sadowski, P Baldi
Proceedings of the 5th ACM conference on bioinformatics, computational …, 2014
225 2014 Decorrelated jet substructure tagging using adversarial neural networks C Shimmin, P Sadowski, P Baldi, E Weik, D Whiteson, E Goul, A Søgaard
Physical Review D 96 (7), 074034, 2017
137 2017 Enhanced Higgs Boson to P Baldi, P Sadowski, D Whiteson
Physical review letters 114 (11), 111801, 2015
123 2015 Sherpa: Robust hyperparameter optimization for machine learning L Hertel, J Collado, P Sadowski, J Ott, P Baldi
SoftwareX 12, 100591, 2020
106 * 2020 A theory of local learning, the learning channel, and the optimality of backpropagation P Baldi, P Sadowski
Neural Networks 83, 51-74, 2016
78 * 2016 Learning in the machine: Random backpropagation and the deep learning channel P Baldi, P Sadowski, Z Lu
Artificial intelligence 260, 1-35, 2018
72 2018 Synergies between quantum mechanics and machine learning in reaction prediction P Sadowski, D Fooshee, N Subrahmanya, P Baldi
Journal of chemical information and modeling 56 (11), 2125-2128, 2016
65 2016 Notes on backpropagation P Sadowski
Department of Computer ScienceUniversity of California Irvine, 2016
43 2016 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
42 2015 Panda: Extreme scale parallel k-nearest neighbor on distributed architectures MMA Patwary, NR Satish, N Sundaram, J Liu, P Sadowski, E Racah, ...
2016 IEEE international parallel and distributed processing symposium (IPDPS …, 2016
38 2016 Revealing fundamental physics from the daya bay neutrino experiment using deep neural networks E Racah, S Ko, P Sadowski, W Bhimji, C Tull, SY Oh, P Baldi
2016 15th IEEE International Conference on Machine Learning and Applications …, 2016
36 2016 Learning in the machine: the symmetries of the deep learning channel P Baldi, P Sadowski, Z Lu
Neural Networks 95, 110-133, 2017
26 2017 Theano: A Python framework for fast computation of mathematical expressions. arXiv e-prints, abs/1605.02688 R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, N Ballas, ...
URL http://arxiv. org/abs/1605.02688, 2016
25 2016 
Pierre BaldiProfessor, University of California, IrvineBestätigte E-Mail-Adresse bei ics.uci.edu
