Zobrazeno 1 - 10
of 197
pro vyhledávání: '"Aswani Anil"'
The rapid growth of electric vehicles (EVs) is driving the expansion of charging infrastructure globally. As charging stations become ubiquitous, their substantial electricity consumption can influence grid operation and electricity pricing. Naturall
Externí odkaz:
http://arxiv.org/abs/2404.03919
Mechanical ventilation is a critical life-support intervention that uses a machine to deliver controlled air and oxygen to a patient's lungs, assisting or replacing spontaneous breathing. While several data-driven approaches have been proposed to opt
Externí odkaz:
http://arxiv.org/abs/2404.03105
A large fraction of total healthcare expenditure occurs due to end-of-life (EOL) care, which means it is important to study the problem of more carefully incentivizing necessary versus unnecessary EOL care because this has the potential to reduce ove
Externí odkaz:
http://arxiv.org/abs/2403.15099
The main challenge with the tensor completion problem is a fundamental tension between computation power and the information-theoretic sample complexity rate. Past approaches either achieve the information-theoretic rate but lack practical algorithms
Externí odkaz:
http://arxiv.org/abs/2402.05141
In practice, incentive providers (i.e., principals) often cannot observe the reward realizations of incentivized agents, which is in contrast to many principal-agent models that have been previously studied. This information asymmetry challenges the
Externí odkaz:
http://arxiv.org/abs/2308.06717
Motivated by a number of real-world applications from domains like healthcare and sustainable transportation, in this paper we study a scenario of repeated principal-agent games within a multi-armed bandit (MAB) framework, where: the principal gives
Externí odkaz:
http://arxiv.org/abs/2304.07407
The problem of tensor completion has applications in healthcare, computer vision, and other domains. However, past approaches to tensor completion have faced a tension in that they either have polynomial-time computation but require exponentially mor
Externí odkaz:
http://arxiv.org/abs/2211.15770
Autor:
Kudva, Sukanya, Aswani, Anil
Online platforms, including social media and search platforms, have routinely used their users' data for targeted ads, to improve their services, and to sell to third-party buyers. But an increasing awareness of the importance of users' data privacy
Externí odkaz:
http://arxiv.org/abs/2210.01900
Inventory management problems with periodic and controllable resets occur in the context of managing water storage in the developing world and retailing limited-time availability products. In this paper, we consider a set of sequential decision probl
Externí odkaz:
http://arxiv.org/abs/2209.03571
Autor:
Lee, Yoon, Aswani, Anil
Though the sharing of medical data has the potential to lead to breakthroughs in health care, the sharing process itself exposes patients and health care providers to various risks. Patients face risks due to the possible loss in privacy or livelihoo
Externí odkaz:
http://arxiv.org/abs/2204.06549