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03/08/2023
Nonlinear Kalman Filtering with Reparametrization Gradients
We introduce a novel nonlinear Kalman filter that utilizes reparametriza...
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07/12/2021
An Efficient Deep Distribution Network for Bid Shading in First-Price Auctions
Since 2019, most ad exchanges and sell-side platforms (SSPs), in the onl...
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09/19/2020
Bid Shading by Win-Rate Estimation and Surplus Maximization
This paper describes a new win-rate based bid shading algorithm (WR) tha...
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12/02/2019
Risk Bounds for Low Cost Bipartite Ranking
Bipartite ranking is an important supervised learning problem; however, ...
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05/29/2018
MBA: Mini-Batch AUC Optimization
Area under the receiver operating characteristics curve (AUC) is an impo...
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12/23/2017
Online Forecasting Matrix Factorization
In this paper the problem of forecasting high dimensional time series is...
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05/01/2017
Nonlinear Kalman Filtering with Divergence Minimization
We consider the nonlinear Kalman filtering problem using Kullback-Leible...
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05/25/2015
Stochastic Annealing for Variational Inference
We empirically evaluate a stochastic annealing strategy for Bayesian pos...
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01/22/2015