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Yu-Guan Hsieh
Yu-Guan Hsieh
Apple, Paris
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On the convergence of single-call stochastic extra-gradient methods
YG Hsieh, F Iutzeler, J Malick, P Mertikopoulos
Advances in Neural Information Processing Systems 32, 6936-6946, 2019
1762019
Explore Aggressively, Update Conservatively: Stochastic Extragradient Methods with Variable Stepsize Scaling
YG Hsieh, F Iutzeler, J Malick, P Mertikopoulos
Advances in Neural Information Processing Systems 33, 2020
792020
Classification from positive, unlabeled and biased negative data
YG Hsieh, G Niu, M Sugiyama
Proceedings of the 36th International Conference on Machine Learning, 2820-2829, 2019
782019
Adaptive Learning in Continuous Games: Optimal Regret Bounds and Convergence to Nash Equilibrium
YG Hsieh, K Antonakopoulos, P Mertikopoulos
Conference on Learning Theory (COLT), 2021
722021
Multi-agent online optimization with delays: Asynchronicity, adaptivity, and optimism
YG Hsieh, F Iutzeler, J Malick, P Mertikopoulos
Journal of Machine Learning Research 23(78):1−49, 2022
302022
No-regret learning in games with noisy feedback: Faster rates and adaptivity via learning rate separation
YG Hsieh, K Antonakopoulos, V Cevher, P Mertikopoulos
Advances in Neural Information Processing Systems 35, 2022
222022
Optimization in Open Networks via Dual Averaging
YG Hsieh, F Iutzeler, J Malick, P Mertikopoulos
CDC '21: Proceedings of the 60th IEEE Annual Conference on Decision and Control, 2021
172021
Navigating Text-To-Image Customization: From LyCORIS Fine-Tuning to Model Evaluation
SY Yeh, YG Hsieh, Z Gao, BBW Yang, G Oh, Y Gong
International Conference on Learning Representations (ICLR), 2024
142024
Thompson Sampling with Diffusion Generative Prior
YG Hsieh, SP Kasiviswanathan, B Kveton, P Blöbaum
Proceedings of the 40th International Conference on Machine Learning, 2023
52023
Push–pull with device sampling
YG Hsieh, Y Laguel, F Iutzeler, J Malick
IEEE Transactions on Automatic Control 68 (12), 7179-7194, 2023
32023
Decision-Making in multi-agent systems: delays, adaptivity, and learning in games
YG Hsieh
Université Grenoble Alpes [2020-....], 2023
12023
Uplifting Bandits
YG Hsieh, SP Kasiviswanathan, B Kveton
Advances in Neural Information Processing Systems 35, 2022
12022
Graph-Based Captioning: Enhancing Visual Descriptions by Interconnecting Region Captions
YG Hsieh, CY Hsieh, SY Yeh, L Béthune, HP Ansari, PKA Vasu, CL Li, ...
arXiv preprint arXiv:2407.06723, 2024
2024
Careful with that Scalpel: Improving Gradient Surgery with an EMA
YG Hsieh, J Thornton, E Ndiaye, M Klein, M Cuturi, P Ablin
Proceedings of the 41st International Conference on Machine Learning, 2024
2024
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