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Yeming Wen
Yeming Wen
Verified email at utexas.edu - Homepage
Title
Cited by
Cited by
Year
Benchmarking model-based reinforcement learning
T Wang, X Bao, I Clavera, J Hoang, Y Wen, E Langlois, S Zhang, G Zhang, ...
arXiv preprint arXiv:1907.02057, 2019
4032019
BatchEnsemble: An Alternative Approach to Efficient Ensemble and Lifelong Learning
Y Wen, D Tran, J Ba
International Conference on Learning Representations 2020, 2020
4012020
Flipout: Efficient Pseudo-Independent Weight Perturbations on Mini-Batches
Y Wen, P Vicol, J Ba, D Tran, R Grosse
International Conference on Learning Representations 2018, 2018
3292018
Efficient and scalable bayesian neural nets with rank-1 factors
M Dusenberry, G Jerfel, Y Wen, Y Ma, J Snoek, K Heller, ...
International conference on machine learning, 2782-2792, 2020
2072020
Uncertainty baselines: Benchmarks for uncertainty & robustness in deep learning
Z Nado, N Band, M Collier, J Djolonga, MW Dusenberry, S Farquhar, ...
arXiv preprint arXiv:2106.04015, 2021
972021
Combining ensembles and data augmentation can harm your calibration
Y Wen, G Jerfel, R Muller, MW Dusenberry, J Snoek, ...
International Conference on Learning Representations 2021, 2020
54*2020
An empirical study of stochastic gradient descent with structured covariance noise
Y Wen, K Luk, M Gazeau, G Zhang, H Chan, J Ba
International Conference on Artificial Intelligence and Statistics, 3621-3631, 2020
54*2020
A simple approach to improve single-model deep uncertainty via distance-awareness
JZ Liu, S Padhy, J Ren, Z Lin, Y Wen, G Jerfel, Z Nado, J Snoek, D Tran, ...
Journal of Machine Learning Research 24 (42), 1-63, 2023
292023
Natural language to code generation in interactive data science notebooks
P Yin, WD Li, K Xiao, A Rao, Y Wen, K Shi, J Howland, P Bailey, ...
arXiv preprint arXiv:2212.09248, 2022
262022
Neural Program Generation Modulo Static Analysis
R Mukherjee, Y Wen, D Chaudhari, TW Reps, S Chaudhuri, C Jermaine
Advances in Neural Information Processing Systems (2021), 2021
212021
A language-agent approach to formal theorem-proving
A Thakur, Y Wen, S Chaudhuri
arXiv preprint arXiv:2310.04353, 2023
32023
Grounding Data Science Code Generation with Input-Output Specifications
Y Wen, P Yin, K Shi, H Michalewski, S Chaudhuri, A Polozov
arXiv preprint arXiv:2402.08073, 2024
1*2024
Batched Low-Rank Adaptation of Foundation Models
Y Wen, S Chaudhuri
International Conference on Learning Representations 2024, 2023
12023
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Articles 1–13