フォロー
Katherine Tsai
Katherine Tsai
University of Illinois Urbana-Champaign
確認したメール アドレス: illinois.edu - ホームページ
タイトル
引用先
引用先
年
Joint Gaussian graphical model estimation: A survey
K Tsai, O Koyejo, M Kolar
Wiley Interdisciplinary Reviews: Computational Statistics 14 (6), e1582, 2022
242022
Adapting to latent subgroup shifts via concepts and proxies
I Alabdulmohsin, N Chiou, A D’Amour, A Gretton, S Koyejo, MJ Kusner, ...
International Conference on Artificial Intelligence and Statistics, 9637-9661, 2023
132023
Latent multimodal functional graphical model estimation
K Tsai, B Zhao, S Koyejo, M Kolar
Journal of the American Statistical Association 119 (547), 2217-2229, 2024
42024
Proxy methods for domain adaptation
K Tsai, SR Pfohl, O Salaudeen, N Chiou, M Kusner, A D’Amour, S Koyejo, ...
International Conference on Artificial Intelligence and Statistics, 3961-3969, 2024
22024
A nonconvex framework for structured dynamic covariance recovery
K Tsai, M Kolar, O Koyejo
Journal of machine learning research 23 (200), 1-91, 2022
22022
A non-convex framework for structured non-stationary covariance recovery theory and application
K Tsai
22020
Aligning Compound AI Systems via System-level DPO
X Wang, YJ Zhang, Z Ding, K Tsai, S Koyejo
arXiv preprint arXiv:2502.17721, 2025
2025
High-Dimensional Markov-switching Ordinary Differential Processes
K Tsai, M Kolar, S Koyejo
arXiv preprint arXiv:2501.00087, 2024
2024
Goodness-of-Fit of Attributed Probabilistic Graph Generative Models
P Robles-Granda, K Tsai, O Koyejo
arXiv preprint arXiv:2308.03773, 2023
2023
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