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Rebecca Willett
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Auto-differentiable Ensemble Kalman Filters


Jul 16, 2021
Yuming Chen, Daniel Sanz-Alonso, Rebecca Willett

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Pure Exploration in Kernel and Neural Bandits


Jun 22, 2021
Yinglun Zhu, Dongruo Zhou, Ruoxi Jiang, Quanquan Gu, Rebecca Willett, Robert Nowak

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Prediction in the presence of response-dependent missing labels


Mar 25, 2021
Hyebin Song, Garvesh Raskutti, Rebecca Willett

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Data-driven Cloud Clustering via a Rotationally Invariant Autoencoder


Mar 08, 2021
Takuya Kurihana, Elisabeth Moyer, Rebecca Willett, Davis Gilton, Ian Foster

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* 21 pages. 15 figures. Under review by IEEE Transactions on Geoscience and Remote Sensing (TGRS) 
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Deep Equilibrium Architectures for Inverse Problems in Imaging


Feb 16, 2021
Davis Gilton, Gregory Ongie, Rebecca Willett

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Model Adaptation for Inverse Problems in Imaging


Nov 30, 2020
Davis Gilton, Gregory Ongie, Rebecca Willett

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Deep Learning Techniques for Inverse Problems in Imaging


May 12, 2020
Gregory Ongie, Ajil Jalal, Christopher A. Metzler, Richard G. Baraniuk, Alexandros G. Dimakis, Rebecca Willett

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Detection and Description of Change in Visual Streams


Apr 09, 2020
Davis Gilton, Ruotian Luo, Rebecca Willett, Greg Shakhnarovich

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Context-dependent self-exciting point processes: models, methods, and risk bounds in high dimensions


Mar 16, 2020
Lili Zheng, Garvesh Raskutti, Rebecca Willett, Benjamin Mark

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