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02/27/2023
Linear pretraining in recurrent mixture density networks
We present a method for pretraining a recurrent mixture density network ...
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02/21/2023
An Empirical Bayes Approach for Estimating Skill Models for Professional Darts Players
We perform an exploratory data analysis on a data-set for the top 16 pro...
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10/03/2022
ScrollTest: Evaluating Scrolling Speed and Accuracy
Scrolling is an essential interaction technique enabling users to displa...
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02/13/2022
Lip movements information disentanglement for lip sync
The lip movements information is critical for many audio-visual tasks. H...
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06/10/2021
Distributionally Robust Prescriptive Analytics with Wasserstein Distance
In prescriptive analytics, the decision-maker observes historical sample...
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03/13/2021
Electric Vehicle Charging Scheduling in Green Logistics: Challenges, Approaches and Opportunities
Replacing a fossil fuel-powered car with an electric model can halve gre...
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11/22/2020
Play Like the Pros? Solving the Game of Darts as a Dynamic Zero-Sum Game
The game of darts has enjoyed great growth over the past decade with the...
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06/26/2020
A GRU-based Mixture Density Network for Data-Driven Dynamic Stochastic Programming
The conventional deep learning approaches for solving time-series proble...
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05/16/2020
Learning and Optimization with Seasonal Patterns
Seasonality is a common form of non-stationary patterns in the business ...
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01/20/2020
DDKSP: A Data-Driven Stochastic Programming Framework for Car-Sharing Relocation Problem
Car-sharing issue is a popular research field in sharing economy. In thi...
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09/30/2019
A Price-Based Iterative Double Auction for Charger Sharing Markets
The unprecedented growth of demand for charging electric vehicles (EVs) ...
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09/20/2019
A Two-Stage Stochastic Programming Model for Car-Sharing Problem using Kernel Density Estimation
Car-sharing problem is a popular research field in sharing economy. In t...
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07/20/2019
Bidding for Preferred Timing: An Auction Design for Electric Vehicle Charging Station Scheduling
This paper considers an electric vehicle charging scheduling setting whe...
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06/15/2019