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Winnie Xu
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Infinitely Deep Bayesian Neural Networks with Stochastic Differential Equations
W Xu, RTQ Chen, X Li, D Duvenaud
International Conference on Artificial Intelligence and Statistics, 2021
172021
Multi-Game Decision Transformers
KH Lee, O Nachum, M Yang, L Lee, D Freeman, W Xu, S Guadarrama, ...
Neural Information Processing Systems (NeurIPS) 2022, 2022
132022
Language model cascades
D Dohan, W Xu, A Lewkowycz, J Austin, D Bieber, RG Lopes, Y Wu, ...
ICML Beyond Bayes: Paths Towards Universal Reasoning Systems, 2022
92022
Prioritized training on points that are learnable, worth learning, and not yet learned
S Mindermann, M Razzak, W Xu, A Kirsch, M Sharma, A Morisot, ...
International Conference on Machine Learning - Subset Selection Workshop, 2021
72021
NoisyMix: Boosting Robustness by Combining Data Augmentations, Stability Training, and Noise Injections
NB Erichson, SH Lim, F Utrera, W Xu, Z Cao, MW Mahoney
arXiv preprint arXiv:2202.01263, 2022
42022
Noisy Feature Mixup
SH Lim, NB Erichson, F Utrera, W Xu, MW Mahoney
International Conference on Learning Representations, 2021
22021
Self-Similarity Priors: Neural Collages as Differentiable Fractal Representations
M Poli, W Xu, S Massaroli, C Meng, K Kim, S Ermon
Neural Information Processing Systems (NeurIPS) 2022, 2022
12022
Continuous-Depth Bayesian Neural Networks
W Xu, RTQ Chen, X Li, D Duvenaud
International Conference on Machine Learning - Uncertainty in Deep Learning …, 2020
2020
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