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02/15/2022
Private Quantiles Estimation in the Presence of Atoms
We address the differentially private estimation of multiple quantiles (...
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02/04/2022
Generative Modeling of Complex Data
In recent years, several models have improved the capacity to generate s...
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10/25/2021
DP-XGBoost: Private Machine Learning at Scale
The big-data revolution announced ten years ago does not seem to have fu...
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02/18/2021
Composable Generative Models
Generative modeling has recently seen many exciting developments with th...
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06/12/2020
Real-Time Optimization Of Web Publisher RTB Revenues
This paper describes an engine to optimize web publisher revenues from s...
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06/12/2020
Optimal Allocation of Real-Time-Bidding and Direct Campaigns
In this paper, we consider the problem of optimizing the revenue a web p...
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06/12/2020
Recurrent Neural Networks for Stochastic Control in Real-Time Bidding
Bidding in real-time auctions can be a difficult stochastic control task...
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09/04/2018
Maximizing net income of the auction waterfall with an abort decision tree
An online auction waterfall for an ad impression may contain auctions th...
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07/09/2018
