ติดตาม
Peter Sadowski
Peter Sadowski
Associate Professor, University of Hawai’i at Mānoa
ยืนยันอีเมลแล้วที่ hawaii.edu - หน้าแรก
ชื่อ
อ้างโดย
อ้างโดย
ปี
Searching for exotic particles in high-energy physics with deep learning
P Baldi, P Sadowski, D Whiteson
Nature Communications 5, 2014
16022014
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
1137*2016
Understanding dropout
P Baldi, P Sadowski
Advances in neural information processing systems, 2814-2822, 2013
10412013
Learning activation functions to improve deep neural networks
F Agostinelli, M Hoffman, P Sadowski, P Baldi
arXiv preprint arXiv:1412.6830, 2014
7392014
Parameterized neural networks for high-energy physics
P Baldi, K Cranmer, T Faucett, P Sadowski, D Whiteson
The European Physical Journal C 76 (5), 1-7, 2016
471*2016
The dropout learning algorithm
P Baldi, P Sadowski
Artificial intelligence 210, 78-122, 2014
4332014
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
2952016
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
2562014
Sherpa: Robust hyperparameter optimization for machine learning
L Hertel, J Collado, P Sadowski, J Ott, P Baldi
SoftwareX 12, 100591, 2020
174*2020
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
1692017
Enhanced Higgs Boson to Search with Deep Learning
P Baldi, P Sadowski, D Whiteson
Physical review letters 114 (11), 111801, 2015
1352015
Learning in the machine: Random backpropagation and the deep learning channel
P Baldi, P Sadowski, Z Lu
Artificial intelligence 260, 1-35, 2018
962018
A theory of local learning, the learning channel, and the optimality of backpropagation
P Baldi, P Sadowski
Neural Networks 83, 51-74, 2016
942016
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
812016
Deep learning for predicting significant wave height from synthetic aperture radar
B Quach, Y Glaser, JE Stopa, AA Mouche, P Sadowski
IEEE Transactions on Geoscience and Remote Sensing 59 (3), 1859-1867, 2020
592020
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
542015
Notes on backpropagation
P Sadowski
homepage: https://www. ics. uci. edu/pjsadows/notes. pdf (online), 2016
472016
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
442016
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
432016
Recovery of TESS Stellar Rotation Periods Using Deep Learning
ZR Claytor, JL van Saders, J Llama, P Sadowski, B Quach, EA Avallone
The Astrophysical Journal 927 (2), 219, 2022
402022
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บทความ 1–20