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06/12/2023
A new count model based on Poisson-Transmuted Geometric convolution
A novel over-dispersed discrete distribution, namely the PoiTG distribut...
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01/04/2023
A new over-dispersed count model
A new two-parameter discrete distribution, namely the PoiG distribution ...
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03/01/2021
Non-Euclidean Differentially Private Stochastic Convex Optimization
Differentially private (DP) stochastic convex optimization (SCO) is a fu...
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08/01/2020
Learning from Mixtures of Private and Public Populations
We initiate the study of a new model of supervised learning under privac...
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07/31/2019
Privately Answering Classification Queries in the Agnostic PAC Model
We revisit the problem of differentially private release of classificati...
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02/22/2017
Heavy-Tailed Analogues of the Covariance Matrix for ICA
Independent Component Analysis (ICA) is the problem of learning a square...
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09/02/2015