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05/25/2023
On Influence Functions, Classification Influence, Relative Influence, Memorization and Generalization
Machine learning systems such as large scale recommendation systems or n...
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03/23/2022
Matrix Completion with Heterogonous Cost
Matrix completion problem has been studied extensively under the conditi...
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03/18/2022
Optimal Exact Matrix Completion Under new Parametrization
We study the problem of exact completion for m×n sized matrix of rank r ...
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03/16/2022
Adaptive Noisy Matrix Completion
Low-rank matrix completion has been studied extensively under various ty...
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03/15/2022
Lifelong Matrix Completion with Sparsity-Number
Matrix completion problem has been previously studied under various adap...
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03/01/2022
Performance of Distribution Regression with Doubling Measure under the seek of Closest Point
We study the distribution regression problem assuming the distribution o...
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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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02/06/2020