Sparse Optimization for Unsupervised Extractive Summarization of Long Documents with the Frank-Wolfe Algorithm. - Alicia Y. Tsai; Laurent El Ghaoui (SustaiNLP@EMNLP, 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 (ICML, 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)

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)

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)

Implicit Deep Learning. - Laurent El Ghaoui; Fangda Gu; Bertrand Travacca; Armin Askari; Alicia Y. Tsai (SIAM J. Math. Data Sci., 2021)

State-driven Implicit Modeling for Sparsity and Robustness in Neural Networks. - Alicia Y. Tsai; Juliette Decugis; Laurent El Ghaoui; Alper Atamtürk (CoRR, 2022)

Constrained Implicit Learning Framework for Neural Network Sparsification. - Alicia Y. Tsai; Wenzhi Gao; Laurent El Ghaoui (ACML, 2024)

The Extrapolation Power of Implicit Models. - Juliette Decugis; Alicia Y. Tsai; Max Emerling; Ashwin Ganesh; Laurent El Ghaoui (CoRR, 2024)