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07/14/2021
IFedAvg: Interpretable Data-Interoperability for Federated Learning
Recently, the ever-growing demand for privacy-oriented machine learning ...
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01/25/2021
On maximum-likelihood estimation in the all-or-nothing regime
We study the problem of estimating a rank-1 additive deformation of a Ga...
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11/23/2020
Statistical and computational thresholds for the planted k-densest sub-hypergraph problem
Recovery a planted signal perturbed by noise is a fundamental problem in...
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08/13/2020
Neural collaborative filtering for unsupervised mitral valve segmentation in echocardiography
The segmentation of the mitral valve annulus and leaflets specifies a cr...
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08/16/2019
The Next 700 Policy Miners: A Universal Method for Building Policy Miners
A myriad of access control policy languages have been and continue to be...
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06/14/2019
Variational Federated Multi-Task Learning
In classical federated learning a central server coordinates the trainin...
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01/21/2019
Exact Recovery for a Family of Community-Detection Generative Models
Generative models for networks with communities have been studied extens...
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09/15/2017