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11/17/2020
Revisiting the Sample Complexity of Sparse Spectrum Approximation of Gaussian Processes
We introduce a new scalable approximation for Gaussian processes with pr...
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08/18/2020
Robust Handwriting Recognition with Limited and Noisy Data
Despite the advent of deep learning in computer vision, the general hand...
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02/20/2020
Adaptive Sampling Distributed Stochastic Variance Reduced Gradient for Heterogeneous Distributed Datasets
We study distributed optimization algorithms for minimizing the average ...
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12/19/2018
Found in Translation: Learning Robust Joint Representations by Cyclic Translations Between Modalities
Multimodal sentiment analysis is a core research area that studies speak...
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07/11/2018