Alicia Y. Tsai

According to our database, Alicia Y. Tsai authored at least 9 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

The Extrapolation Power of Implicit Models.

Juliette Decugis, Alicia Y. Tsai, Max Emerling, Ashwin Ganesh, Laurent El Ghaoui

CoRR, 2024

Constrained Implicit Learning Framework for Neural Network Sparsification.

Alicia Y. Tsai, Wenzhi Gao, Laurent El Ghaoui

Proceedings of the Asian Conference on Machine Learning, 2024

2022

State-driven Implicit Modeling for Sparsity and Robustness in Neural Networks.

Alicia Y. Tsai, Juliette Decugis, Laurent El Ghaoui, Alper Atamtürk

CoRR, 2022

2021

Implicit Deep Learning.

Laurent El Ghaoui, Fangda Gu, Bertrand Travacca, Armin Askari, Alicia Y. Tsai

SIAM J. Math. Data Sci., 2021

Style Control for Schema-Guided Natural Language Generation.

Alicia Y. Tsai, Shereen Oraby, Vittorio Perera, Jiun-Yu Kao, Yuheng Du, Anjali Narayan-Chen, Tagyoung Chung, Dilek Hakkani-Tür

CoRR, 2021

2020

Text Analytics for Resilience-Enabled Extreme EventsReconnaissance.

Alicia Y. Tsai, Selim Günay, Minjune Hwang, Pengyuan Zhai, Chenglong Li, Laurent El Ghaoui, Khalid M. Mosalam

CoRR, 2020

Stochastic Frank-Wolfe for Constrained Finite-Sum Minimization.

Geoffrey Négiar, Gideon Dresdner, Alicia Y. Tsai, Laurent El Ghaoui, Francesco Locatello, Fabian Pedregosa

CoRR, 2020

Stochastic Frank-Wolfe for Constrained Finite-Sum Minimization.

Geoffrey Négiar, Gideon Dresdner, Alicia Y. Tsai, Laurent El Ghaoui, Francesco Locatello, Robert Freund, Fabian Pedregosa

Proceedings of the 37th International Conference on Machine Learning, 2020

Sparse Optimization for Unsupervised Extractive Summarization of Long Documents with the Frank-Wolfe Algorithm.

Alicia Y. Tsai, Laurent El Ghaoui

Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural Language Processing, 2020