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Yatong Bai
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2020 – today
- 2024
- [c3]Yatong Bai, Brendon G. Anderson, Somayeh Sojoudi:
Mixing classifiers to alleviate the accuracy-robustness trade-off. L4DC 2024: 852-865 - [i9]Yatong Bai, Utsav Garg, Apaar Shanker, Haoming Zhang, Samyak Parajuli, Erhan Bas, Isidora Filipovic, Amelia N. Chu, Eugenia D. Fomitcheva, Elliot Branson, Aerin Kim, Somayeh Sojoudi, Kyunghyun Cho:
Let's Go Shopping (LGS) - Web-Scale Image-Text Dataset for Visual Concept Understanding. CoRR abs/2401.04575 (2024) - [i8]Yatong Bai, Mo Zhou, Vishal M. Patel, Somayeh Sojoudi:
MixedNUTS: Training-Free Accuracy-Robustness Balance via Nonlinearly Mixed Classifiers. CoRR abs/2402.02263 (2024) - [i7]Samuel Pfrommer, Yatong Bai, Tanmay Gautam, Somayeh Sojoudi:
Ranking Manipulation for Conversational Search Engines. CoRR abs/2406.03589 (2024) - 2023
- [j1]Yatong Bai, Tanmay Gautam, Somayeh Sojoudi:
Efficient Global Optimization of Two-Layer ReLU Networks: Quadratic-Time Algorithms and Adversarial Training. SIAM J. Math. Data Sci. 5(2): 446-474 (2023) - [c2]Samuel Pfrommer, Yatong Bai, Hyunin Lee, Somayeh Sojoudi:
Initial State Interventions for Deconfounded Imitation Learning. CDC 2023: 2312-2319 - [i6]Yatong Bai, Brendon G. Anderson, Aerin Kim, Somayeh Sojoudi:
Improving the Accuracy-Robustness Trade-off of Classifiers via Adaptive Smoothing. CoRR abs/2301.12554 (2023) - [i5]Samuel Pfrommer, Yatong Bai, Hyunin Lee, Somayeh Sojoudi:
Initial State Interventions for Deconfounded Imitation Learning. CoRR abs/2307.15980 (2023) - [i4]Yatong Bai, Trung Dang, Dung N. Tran, Kazuhito Koishida, Somayeh Sojoudi:
Accelerating Diffusion-Based Text-to-Audio Generation with Consistency Distillation. CoRR abs/2309.10740 (2023) - [i3]Yatong Bai, Brendon G. Anderson, Somayeh Sojoudi:
Mixing Classifiers to Alleviate the Accuracy-Robustness Trade-Off. CoRR abs/2311.15165 (2023) - 2022
- [c1]Yatong Bai, Tanmay Gautam, Yu Gai, Somayeh Sojoudi:
Practical Convex Formulations of One-hidden-layer Neural Network Adversarial Training. ACC 2022: 1535-1542 - [i2]Yatong Bai, Tanmay Gautam, Somayeh Sojoudi:
Efficient Global Optimization of Two-layer ReLU Networks: Quadratic-time Algorithms and Adversarial Training. CoRR abs/2201.01965 (2022) - 2021
- [i1]Yatong Bai, Tanmay Gautam, Yu Gai, Somayeh Sojoudi:
Practical Convex Formulation of Robust One-hidden-layer Neural Network Training. CoRR abs/2105.12237 (2021)
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