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Sherry Yang
Sherry Yang
Google Brain, UC Berkeley
Verified email at google.com - Homepage
Title
Cited by
Cited by
Year
Graphit: A high-performance graph dsl
Y Zhang, M Yang, R Baghdadi, S Kamil, J Shun, S Amarasinghe
Proceedings of the ACM on Programming Languages 2 (OOPSLA), 1-30, 2018
166*2018
Benchmarking attribution methods with relative feature importance
M Yang, B Kim
Workshop on Human Centered AI at Advances in Neural Information Processing …, 2019
89*2019
Representation Matters: Offline Pretraining for Sequential Decision Making
M Yang, O Nachum
International Conference on Machine Learning 139, 11784-11794, 2021
662021
Off-policy evaluation via the regularized lagrangian
M Yang, O Nachum, B Dai, L Li, D Schuurmans
Advances in Neural Information Processing Systems 33, 2020
652020
Benchmarks for Deep Off-Policy Evaluation
J Fu, M Norouzi, O Nachum, G Tucker, Z Wang, A Novikov, M Yang, ...
International Conference on Learning Representations, 2021
392021
Multi-game decision transformers
KH Lee, O Nachum, M Yang, L Lee, D Freeman, W Xu, S Guadarrama, ...
arXiv preprint arXiv:2205.15241, 2022
332022
Combiner: Full Attention Transformer with Sparse Computation Cost
H Ren, H Dai, Z Dai, M Yang, J Leskovec, D Schuurmans, B Dai
Advances in Neural Information Processing Systems 33, 2021
242021
Offline policy selection under uncertainty
M Yang, B Dai, O Nachum, G Tucker, D Schuurmans
International Conference on Artificial Intelligence and Statistics, 4376-4396, 2022
202022
Trail: Near-optimal imitation learning with suboptimal data
M Yang, S Levine, O Nachum
International Conference on Learning Representations, 2021
172021
Provable Representation Learning for Imitation with Contrastive Fourier Features
O Nachum, M Yang
Advances in Neural Information Processing Systems 34, 2021
172021
Towards Automatic Evaluation of Dialog Systems: A Model-Free Off-Policy Evaluation Approach
H Jiang, B Dai, M Yang, T Zhao, W Wei
Proceedings of the 2021 Conference on Empirical Methods in Natural Language …, 2021
102021
Making linear mdps practical via contrastive representation learning
T Zhang, T Ren, M Yang, J Gonzalez, D Schuurmans, B Dai
International Conference on Machine Learning, 26447-26466, 2022
82022
Energy-Based Processes for Exchangeable Data
M Yang, B Dai, H Dai, D Schuurmans
International Conference on Machine Learning 119, 10681-10692, 2020
82020
CHAI: A CHatbot AI for Task-Oriented Dialogue with Offline Reinforcement Learning
S Verma, J Fu, M Yang, S Levine
Findings of the Association for Computational Linguistics: NAACL 2022, 2022
52022
Dichotomy of control: Separating what you can control from what you cannot
M Yang, D Schuurmans, P Abbeel, O Nachum
arXiv preprint arXiv:2210.13435, 2022
42022
Offline RL for Natural Language Generation with Implicit Language Q Learning
C Snell, I Kostrikov, Y Su, M Yang, S Levine
arXiv preprint arXiv:2206.11871, 2022
22022
Marginal Distribution Adaptation for Discrete Sets via Module-Oriented Divergence Minimization
H Dai, M Yang, Y Xue, D Schuurmans, B Dai
International Conference on Machine Learning, 4605-4617, 2022
12022
Chain of thought imitation with procedure cloning
M Yang, D Schuurmans, P Abbeel, O Nachum
arXiv preprint arXiv:2205.10816, 2022
12022
Context-Aware Language Modeling for Goal-Oriented Dialogue Systems
C Snell, M Yang, J Fu, Y Su, S Levine
Findings of the Association for Computational Linguistics: NAACL 2022, 2022
12022
Multi-Environment Pretraining Enables Transfer to Action Limited Datasets
D Venuto, S Yang, P Abbeel, D Precup, I Mordatch, O Nachum
arXiv preprint arXiv:2211.13337, 2022
2022
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Articles 1–20