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The Multiplicative Version of Azuma's Inequality, with an Application to Contention Analysis
Azuma's inequality is a tool for proving concentration bounds on random ...
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Traffic4cast 2020 – Graph Ensemble Net and the Importance of Feature And Loss Function Design for Traffic Prediction
This paper details our solution to Traffic4cast 2020. Similar to Traffic...
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Robust Unsupervised Video Anomaly Detection by Multi-Path Frame Prediction
Video anomaly detection is commonly used in many applications such as se...
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A Game-Theoretic Analysis of the Empirical Revenue Maximization Algorithm with Endogenous Sampling
The Empirical Revenue Maximization (ERM) is one of the most important pr...
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Variance-Reduced Off-Policy Memory-Efficient Policy Search
Off-policy policy optimization is a challenging problem in reinforcement...
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AWR: Adaptive Weighting Regression for 3D Hand Pose Estimation
In this paper, we propose an adaptive weighting regression (AWR) method ...
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Optimally Integrating Ad Auction into E-Commerce Platforms
Advertising becomes one of the most popular ways of monetizing an online...
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Markets for Efficient Public Good Allocation with Social Distancing
Public goods are often either over-consumed in the absence of regulatory...
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Computations and Complexities of Tarski's Fixed Points and Supermodular Games
We consider two models of computation for Tarski's order preserving func...
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a simple and effective framework for pairwise deep metric learning
Deep metric learning (DML) has received much attention in deep learning ...
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OICSR: Out-In-Channel Sparsity Regularization for Compact Deep Neural Networks
Channel pruning can significantly accelerate and compress deep neural ne...
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Vehicular Edge Computing via Deep Reinforcement Learning
The smart vehicles construct Vehicle of Internet which can execute vario...
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Stochastic Optimization for DC Functions and Non-smooth Non-convex Regularizers with Non-asymptotic Convergence
Difference of convex (DC) functions cover a broad family of non-convex a...
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A Deep Tree-Structured Fusion Model for Single Image Deraining
We propose a simple yet effective deep tree-structured fusion model base...
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Tight Approximation Ratio of Anonymous Pricing
We consider two canonical Bayesian mechanism design settings. In the sin...
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