Book Chapters
Linear Algebra and Applications
Laurent El Ghaoui, Alicia Y. Tsai, and Giuseppe C. Calafiore. Pressbook, 2023Financial Data Science
Giuseppe C. Calafiore, Laurent El Ghaoui, Giulia Fracastoro, and Alicia Y. Tsai. Cambridge University Press & Assessment, 2023
Preprints
State-driven Implicit Modeling
Alicia Y. Tsai, Juliette Decugis, Laurent El Ghaoui, Alper AtamtürkPG-Story: Taxonomy, Dataset, and Evaluation in Ensuring Child-Safe Content for Story Generation
Alicia Y. Tsai, Shereen Oraby, Anjali Narayan-Chen, Alessandra Cervone, Nanyun Peng, Spandana Gella, Tagyoung Chung, and Jing Huang
Publications
On the Abilities of Mathematical Extrapolation with Implicit Models
Juliette Decugis, Max Emerling, Ashwin Ganesh, Alicia Y. Tsai, Laurent El Ghaoui
NeurIPS Workshop on Distribution Shifts: Connecting Methods and Applications, 2022Style 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-Tur
The 3rd Workshop on Natural Language Processing for Conversational AI, EMNLP, 2021Implicit Deep Learning
Laurent El Ghaoui, Fangda Gu, Bertrand Travacca, Armin Askari, Alicia Y. Tsai
SIAM Journal on Mathematics of Data Science Vol. 3, No. 3, pp. 930-958. 2021Text Analytics for Resilience-Enabled Extreme Events Reconnaissance
Alicia Y. Tsai, Selim Günay, Minjune Hwang, Chenglong Li, Pengyuan Zhai, Laurent El Ghaoui, Khalid M. Mosalam
Artificial Intelligence for Humanitarian Assistance and Disaster Response Workshop, NeurIPS, 2020Sparse Optimization for Unsupervised Extractive Summarization of Long Documents with the Frank-Wolfe Algorithm
Alicia Y. Tsai, Laurent El Ghaoui
EMNLP Workshop on Simple and Efficient Natural Language Processing, 2020Stochastic Frank-Wolfe for Constrained Finite-Sum Minimization
Geoffrey Negiar, Gideon Dresdner, Alicia Yi-Ting Tsai, Laurent El Ghaoui, Francesco Locatello, Robert M. Freund, Fabian Pedregosa
International Conference on Machine Learning (ICML), 2020Building Resilience Through Structural Health Monitoring and Reconnaissance
Khalid M. Mosalam, Sifat Muin, Selim Günay, Alicia Y. Tsai, Minjune Hwang, Chenglong Li, Jiang Lian, and Laurent El Ghaoui
World Conference on Earthquake Engineering (WCEE), 2020Adversarial Attack on Sentiment Classification
Yi-Ting Tsai, Min-Chu Yang, Han-Yu Chen
ACL Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP, 2019Multimodal Data Analytics for Nuclear Facility Monitoring
Bethany L. Goldblum, Christopher L. Stewart, Yi-Ting Alicia Tsai, Austin Wright
The Institute of Nuclear Materials Management (INMM) Annual Meeting, 2019A Cross-Domain Recommender System Based on Common-Sense Knowledge Bases
Yi-Ting Tsai, Chih-Shiang Wuy, Hsiang-Ling Hsuy, Tenniel Liuy, Pei-Lin Cheny, Wen-Hao Chen, Keng-Te Liao
Conference on Technologies and Applications of Artificial Intelligence (TAAI), 2017
Reports
StEER - 07 Jan. 2020 Puerto Rico Mw6.4 Earthquake: Preliminary Virtual Reconnaissance Report (PVRR)
Miranda, Eduardo; Acosta Vera, Andres; Aponte, Luis; Archbold, Jorge; Cortes, Maria; Du, Ao; Gunay, Selim; Hassan, Wael; Heresi, Pablo; Lamela, Ana; Messina, Armando; Miranda, Sebastian; Padgett, Jamie; Poulos, Alan; Scagliotti, Giulia; Tsai, Alicia; Kijewski-Correa, Tracy; Robertson, Ian; Mosalam, Khalid; Prevatt, David; Roueche, DavidStEER - 15 December 2019 Earthquake in the Philippines: Event Briefing
Gunay, Selim; Archbold, Jorge; Hu, Fan; Tsai, Alicia; Mosalam, Khalid; Kijewski-Correa, Tracy; Robertson, Ian; Prevatt, David; Roueche, DavidStEER - 26 November, 2019 Albania, Mw 6.4 Earthquake: Event Briefing
Tsai, Alicia; Hu, Fan; Gunay, Selim; Mosalam, Khalid; Kijewski-Correa, Tracy; Robertson, Ian; Prevatt, David; Roueche, David
Patents
MIMOSAS: Multimodal Input Model Output Security Analysis Suite
Zhao, Jared; Stewart, Christopher; Goldblum, Bethany; Tsai, Alicia; Chockkalingam, Shruthi; Valdez, Pedro
University of California, Berkeley, 2019
Presentations
Sparse Optimization for Unsupervised Extractive Summarization of Long Documents with the Frank-Wolfe Algorithm
West Coast NLP (WeCNLP) Summit, 2020Robustness Analysis of Deep Learning via Implicit Models
Bay Area Machine Learning (BayLearn) Symposium, 2020Natural Language Processing and Text Analytics for Earthquake Reconnaissance
The Pacific Earthquake Engineering Research (PEER) Annual Meeting, 2020Adversarial Attack on Sentiment Classification
Widening Natural Language Processing (WiNLP) Workshop, ACL, 2019Diversity & Inclusion for Data Science in Taiwan
Bay Area and Taiwan Data Science Meetups, 2018