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Alicia Y. Tsai
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Implicit deep learning
L El Ghaoui, F Gu, B Travacca, A Askari, A Tsai
SIAM Journal on Mathematics of Data Science 3 (3), 930-958, 2021
1672021
Stochastic Frank-Wolfe for constrained finite-sum minimization
G Négiar, G Dresdner, A Tsai, L El Ghaoui, F Locatello, R Freund, ...
international conference on machine learning, 7253-7262, 2020
302020
Adversarial attack on sentiment classification
YT Tsai, MC Yang, HY Chen
Proceedings of the 2019 ACL workshop BlackboxNLP: analyzing and interpreting …, 2019
302019
Style Control for Schema-Guided Natural Language Generation
AY Tsai, S Oraby, V Perera, JY Kao, Y Du, A Narayan-Chen, T Chung, ...
arXiv preprint arXiv:2109.12211, 2021
102021
A cross-domain recommender system based on common-sense knowledge bases
YT Tsai, CS Wuy, HL Hsuy, T Liuy, PL Cheny, WHC Keng-Te Liao
2017 Conference on Technologies and Applications of Artificial Intelligence …, 2017
42017
State-driven implicit modeling for sparsity and robustness in neural networks
AY Tsai, J Decugis, LE Ghaoui, A Atamtürk
arXiv preprint arXiv:2209.09389, 2022
32022
Sparse Optimization for Unsupervised Extractive Summarization of Long Documents with the Frank-Wolfe Algorithm
AY Tsai, LE Ghaoui
Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural Language …, 2020
32020
Multimodal Data Analytics for Nuclear Facility Monitoring
CL Stewart, BL Goldblum, YA Tsai, S Chockkalingam, S Padhy, A Wright
Proceedings of the Institute of Nuclear Materials Management (INMM) 60th …, 2019
32019
On the abilities of mathematical extrapolation with implicit models
J Decugis, M Emerling, A Ganesh, AY Tsai, L El Ghaoui
NeurIPS 2022 Workshop on Distribution Shifts: Connecting Methods and …, 2022
22022
Text Analytics for Resilience-Enabled Extreme Events Reconnaissance
AY Tsai, S Gunay, M Hwang, P Zhai, C Li, LE Ghaoui, KM Mosalam
arXiv preprint arXiv:2011.13087, 2020
22020
The Extrapolation Power of Implicit Models
J Decugis, M Emerling, A Ganesh, AY Tsai, L El Ghaoui
2023
BUILDING RESILIENCE THROUGH STRUCTURAL HEALTH MONITORING AND RECONNAISSANCE
KM Mosalam, S Muin, S Günay, A Tsai, M Hwang, C Li, J Lian, ...
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Articles 1–12