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03/16/2023
Learning-Based Modeling of Human-Autonomous Vehicle Interaction for Enhancing Safety in Mixed-Vehicle Platooning Control
As autonomous vehicles (AVs) become more prevalent on public roads, they...
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11/09/2022
Gaussian Process Learning-Based Model Predictive Control for Safe Interactions of a Platoon of Autonomous and Human-Driven Vehicles
With the continued integration of autonomous vehicles (AVs) into public ...
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10/13/2022
On the Efficient Implementation of High Accuracy Optimality of Profile Maximum Likelihood
We provide an efficient unified plug-in approach for estimating symmetri...
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06/01/2021
Model-based Pre-clinical Trials for Medical Devices Using Statistical Model Checking
Clinical trials are considered as the golden standard for medical device...
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12/18/2020
Fair for All: Best-effort Fairness Guarantees for Classification
Standard approaches to group-based notions of fairness, such as parity a...
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06/16/2020
Online Algorithms for Weighted Paging with Predictions
In this paper, we initiate the study of the weighted paging problem with...
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10/30/2019
Approximately Stable Committee Selection
In the committee selection problem, we are given m candidates, and n vot...
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05/11/2019
Group Fairness in Committee Selection
In this paper, we study fairness in committee selection problems. We con...
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03/01/2019
An FPTAS for Stochastic Unbounded Min-Knapsack Problem
In this paper, we study the stochastic unbounded min-knapsack problem (M...
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10/09/2018