Alicia Y. Tsai

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 9

Top Topics

Stochastic Models

Extractive Summarization

Natural Language Generation

Top Venues

SIAM J. Math. Data Sci.

SustaiNLP@EMNLP

Publications

Juliette Decugis, Alicia Y. Tsai, Max Emerling, Ashwin Ganesh, Laurent El Ghaoui
The Extrapolation Power of Implicit Models. CoRR (2024)
Alicia Y. Tsai, Juliette Decugis, Laurent El Ghaoui, Alper Atamtürk
State-driven Implicit Modeling for Sparsity and Robustness in Neural Networks. CoRR (2022)
Alicia Y. Tsai, Laurent El Ghaoui
Sparse Optimization for Unsupervised Extractive Summarization of Long Documents with the Frank-Wolfe Algorithm. CoRR (2022)
Laurent El Ghaoui, Fangda Gu, Bertrand Travacca, Armin Askari, Alicia Y. Tsai
Implicit Deep Learning. SIAM J. Math. Data Sci. 3 (3) (2021)
Alicia Y. Tsai, Shereen Oraby, Vittorio Perera, Jiun-Yu Kao, Yuheng Du, Anjali Narayan-Chen, Tagyoung Chung, Dilek Hakkani-Tür
Style Control for Schema-Guided Natural Language Generation. CoRR (2021)
Geoffrey Négiar, Gideon Dresdner, Alicia Y. Tsai, Laurent El Ghaoui, Francesco Locatello, Fabian Pedregosa
Stochastic Frank-Wolfe for Constrained Finite-Sum Minimization. CoRR (2020)
Alicia Y. Tsai, Laurent El Ghaoui
Sparse Optimization for Unsupervised Extractive Summarization of Long Documents with the Frank-Wolfe Algorithm. SustaiNLP@EMNLP (2020)
Alicia Y. Tsai, Selim Gunay, Minjune Hwang, Pengyuan Zhai, Chenglong Li, Laurent El Ghaoui, Khalid M. Mosalam
Text Analytics for Resilience-Enabled Extreme EventsReconnaissance. CoRR (2020)
Geoffrey Négiar, Gideon Dresdner, Alicia Y. Tsai, Laurent El Ghaoui, Francesco Locatello, Robert Freund, Fabian Pedregosa
Stochastic Frank-Wolfe for Constrained Finite-Sum Minimization. ICML (2020)