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Greg Fields
Greg Fields
Other namesGregory Fields
PhD Student, UC San Diego
Verified email at ucsd.edu
Title
Cited by
Cited by
Year
Adaptive sampling for minimax fair classification
S Shekhar, G Fields, M Ghavamzadeh, T Javidi
Advances in Neural Information Processing Systems 34, 24535-24544, 2021
472021
Cleann: Accelerated trojan shield for embedded neural networks
M Javaheripi, M Samragh, G Fields, T Javidi, F Koushanfar
Proceedings of the 39th International Conference on Computer-Aided Design, 1-9, 2020
472020
Trojan signatures in DNN weights
G Fields, M Samragh, M Javaheripi, F Koushanfar, T Javidi
Proceedings of the IEEE/CVF International Conference on Computer Vision, 12-20, 2021
302021
Sequential Hypothesis Testing of Quantum States
G Fields, N Sangwan, J Postlewaite, S Guha, T Javidi
2024 IEEE Information Theory Workshop (ITW), 372-377, 2024
12024
Contextual Shortest Path with Unknown Context Distributions
X Wang, G Fields, T Javidi
2021 55th Asilomar Conference on Signals, Systems, and Computers, 471-476, 2021
12021
Multiple aging mechanisms in ferroelectric deuterated potassium dihydrogen phosphate
GA Fields, SF Cieszynski, B Zhao, KA Tadesse, MA Sheikh, EV Colla, ...
Journal of Applied Physics 125 (19), 2019
12019
Sequential One-Sided Hypothesis Testing of Markov Chains
G Fields, T Javidi, S Shekhar
arXiv preprint arXiv:2501.13187, 2025
2025
Trojan Cleansing with Neural Collapse
X Gu, G Fields, Y Jandali, T Javidi, F Koushanfar
arXiv preprint arXiv:2411.12914, 2024
2024
Sequential Hypothesis Testing for Markov Chains
G Fields, T Javidi
2023 IEEE International Symposium on Information Theory (ISIT), 1378-1383, 2023
2023
ICCVW 2021
G Fields, M Samragh, K De, M Pedersen, N Inkawhich, KJ Liang, J Zhang, ...
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Articles 1–10