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Yatong Bai
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Year
Efficient global optimization of two-layer relu networks: Quadratic-time algorithms and adversarial training
Y Bai, T Gautam, S Sojoudi
SIAM Journal on Mathematics of Data Science 5 (2), 446-474, 2023
202023
Improving the Accuracy-Robustness Trade-Off of Classifiers via Adaptive Smoothing
Y Bai, BG Anderson, A Kim, S Sojoudi
SIAM Journal on Mathematics of Data Science, 2024
162024
ConsistencyTTA: Accelerating Diffusion-Based Text-to-Audio Generation with Consistency Distillation
Y Bai, T Dang, D Tran, K Koishida, S Sojoudi
INTERSPEECH 2024, 2024
15*2024
Practical Convex Formulations of One-hidden-layer Neural Network Adversarial Training
Y Bai, T Gautam, Y Gai, S Sojoudi
American Control Conference, 2022
9*2022
MixedNUTS: Training-Free Accuracy-Robustness Balance via Nonlinearly Mixed Classifiers
Y Bai, M Zhou, VM Patel, S Sojoudi
Transactions on Machine Learning Research, 2024
32024
Mixing Classifiers to Alleviate the Accuracy-Robustness Trade-Off
Y Bai, BG Anderson, S Sojoudi
Annual Learning for Dynamics & Control Conference, 2024
32024
Let's Go Shopping (LGS)--Web-Scale Image-Text Dataset for Visual Concept Understanding
Y Bai, U Garg, A Shanker, H Zhang, S Parajuli, E Bas, I Filipovic, AN Chu, ...
arXiv preprint arXiv:2401.04575, 2024
22024
Initial State Interventions for Deconfounded Imitation Learning
S Pfrommer, Y Bai, H Lee, S Sojoudi
IEEE Conference on Decision and Control, 2023
12023
Ranking Manipulation for Conversational Search Engines
S Pfrommer, Y Bai, T Gautam, S Sojoudi
The 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
2024
Imitation Human Behavior Model for Interactive Autonomous Driving Simulation
C Li, A Kodaira, Y Bai
Technical Report, 2021
2021
Instrument Identification for Real-world Music Pieces
Y Bai, Z Zhou, T Zuo, Z Ma, J Ruan
Technical Report, 2020
2020
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Articles 1–11