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06/14/2023
A Networked Multi-Agent System for Mobile Wireless Infrastructure on Demand
Despite the prevalence of wireless connectivity in urban areas around th...
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10/27/2022
Multi-task Bias-Variance Trade-off Through Functional Constraints
Multi-task learning aims to acquire a set of functions, either regressor...
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10/24/2020
Multi-task Supervised Learning via Cross-learning
In this paper we consider a problem known as multi-task learning, consis...
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10/16/2020
Policy Gradient for Continuing Tasks in Non-stationary Markov Decision Processes
Reinforcement learning considers the problem of finding policies that ma...
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02/21/2013
Nonparametric Basis Pursuit via Sparse Kernel-based Learning
Signal processing tasks as fundamental as sampling, reconstruction, mini...
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01/31/2013
