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Deep Latent State Space Models for Time-Series Generation


Dec 24, 2022
Linqi Zhou, Michael Poli, Winnie Xu, Stefano Massaroli, Stefano Ermon

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Language Model Cascades


Jul 28, 2022
David Dohan, Winnie Xu, Aitor Lewkowycz, Jacob Austin, David Bieber, Raphael Gontijo Lopes, Yuhuai Wu, Henryk Michalewski, Rif A. Saurous, Jascha Sohl-dickstein, Kevin Murphy, Charles Sutton

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* Presented as spotlight at the Beyond Bases workshop at ICML 2022 (https://beyond-bayes.github.io

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Prioritized Training on Points that are Learnable, Worth Learning, and Not Yet Learnt


Jun 16, 2022
Sören Mindermann, Jan Brauner, Muhammed Razzak, Mrinank Sharma, Andreas Kirsch, Winnie Xu, Benedikt Höltgen, Aidan N. Gomez, Adrien Morisot, Sebastian Farquhar, Yarin Gal

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* ICML 2022 (Follow up to arXiv:2107.02565) 

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Multi-Game Decision Transformers


May 30, 2022
Kuang-Huei Lee, Ofir Nachum, Mengjiao Yang, Lisa Lee, Daniel Freeman, Winnie Xu, Sergio Guadarrama, Ian Fischer, Eric Jang, Henryk Michalewski, Igor Mordatch

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Self-Similarity Priors: Neural Collages as Differentiable Fractal Representations


Apr 15, 2022
Michael Poli, Winnie Xu, Stefano Massaroli, Chenlin Meng, Kuno Kim, Stefano Ermon

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NoisyMix: Boosting Robustness by Combining Data Augmentations, Stability Training, and Noise Injections


Feb 02, 2022
N. Benjamin Erichson, Soon Hoe Lim, Francisco Utrera, Winnie Xu, Ziang Cao, Michael W. Mahoney

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Noisy Feature Mixup


Oct 05, 2021
Soon Hoe Lim, N. Benjamin Erichson, Francisco Utrera, Winnie Xu, Michael W. Mahoney

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* 28 pages 

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Prioritized training on points that are learnable, worth learning, and not yet learned


Jul 06, 2021
Sören Mindermann, Muhammed Razzak, Winnie Xu, Andreas Kirsch, Mrinank Sharma, Adrien Morisot, Aidan N. Gomez, Sebastian Farquhar, Jan Brauner, Yarin Gal

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* ICML 2021 Workshop on Subset Selection in Machine Learning 

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Infinitely Deep Bayesian Neural Networks with Stochastic Differential Equations


Feb 12, 2021
Winnie Xu, Ricky T. Q. Chen, Xuechen Li, David Duvenaud

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