Peter Sadowski
Peter Sadowski
Verified email at hawaii.edu - Homepage
TitleCited byYear
Searching for exotic particles in high-energy physics with deep learning
P Baldi, P Sadowski, D Whiteson
Nature Communications 5, 2014
5222014
Theano: A Python framework for fast computation of mathematical expressions
R Al-Rfou, G Alain, A Almahairi, C Angermueller, D Bahdanau, N Ballas, ...
arXiv preprint arXiv:1605.02688, 2016
5082016
Understanding dropout
P Baldi, P Sadowski
Advances in neural information processing systems, 2814-2822, 2013
1882013
Learning activation functions to improve deep neural networks
F Agostinelli, M Hoffman, P Sadowski, P Baldi
arXiv preprint arXiv:1412.6830, 2014
1822014
The dropout learning algorithm
P Baldi, P Sadowski
Artificial intelligence 210, 78-122, 2014
1452014
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
1132016
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
1092014
Parameterized neural networks for high-energy physics
P Baldi, K Cranmer, T Faucett, P Sadowski, D Whiteson
The European Physical Journal C 76 (5), 235, 2016
73*2016
Enhanced Higgs Boson to Search with Deep Learning
P Baldi, P Sadowski, D Whiteson
Physical review letters 114 (11), 111801, 2015
722015
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
622017
A theory of local learning, the learning channel, and the optimality of backpropagation
P Baldi, P Sadowski
Neural Networks 83, 51-74, 2016
35*2016
Learning in the machine: random backpropagation and the deep learning channel
P Baldi, P Sadowski, Z Lu
Artificial intelligence 260, 1-35, 2018
262018
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
262016
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
222015
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
212016
Notes on backpropagation
P Sadowski
homepage: https://www. ics. uci. edu/pjsadows/notes. pdf (online), 2016
172016
Small-molecule 3D structure prediction using open crystallography data
P Sadowski, P Baldi
Journal of chemical information and modeling 53 (12), 3127-3130, 2013
172013
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
162016
Searching for higgs boson decay modes with deep learning
P Sadowski, D Whiteson, P Baldi
Advances in Neural Information Processing Systems, 2393-2401, 2014
142014
Inter-species prediction of protein phosphorylation in the sbv IMPROVER species translation challenge
M Biehl, P Sadowski, G Bhanot, E Bilal, A Dayarian, P Meyer, R Norel, ...
Bioinformatics 31 (4), 453-461, 2014
122014
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