Arpita Biswas | DeepAI

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Prateek Jain
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Krishna P. Gummadi
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Niloy Ganguly
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Siddharth Barman
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Pradeep Varakantham
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Abhijnan Chakraborty
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Quanquan C. Liu
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∙ 04/17/2023

An Algorithmic Approach to Address Course Enrollment Challenges

Massive surges of enrollments in courses have led to a crisis in several...

0 Arpita Biswas, et al. ∙

∙ 03/01/2023

Fairness for Workers Who Pull the Arms: An Index Based Policy for Allocation of Restless Bandit Tasks

Motivated by applications such as machine repair, project monitoring, an...

0 Arpita Biswas, et al. ∙

∙ 05/11/2022

Ranked Prioritization of Groups in Combinatorial Bandit Allocation

Preventing poaching through ranger patrols protects endangered wildlife,...

0 Lily Xu, et al. ∙

∙ 12/26/2021

Towards Fair Recommendation in Two-Sided Platforms

Many online platforms today (such as Amazon, Netflix, Spotify, LinkedIn,...

0 Arpita Biswas, et al. ∙

∙ 07/04/2021

Robust Restless Bandits: Tackling Interval Uncertainty with Deep Reinforcement Learning

We introduce Robust Restless Bandits, a challenging generalization of re...

20 Jackson A. Killian, et al. ∙

∙ 05/17/2021

Learn to Intervene: An Adaptive Learning Policy for Restless Bandits in Application to Preventive Healthcare

In many public health settings, it is important for patients to adhere t...

23 Arpita Biswas, et al. ∙

∙ 03/08/2021

Efficient Algorithms for Finite Horizon and Streaming Restless Multi-Armed Bandit Problems

Restless Multi-Armed Bandits (RMABs) have been popularly used to model l...

20 Aditya Mate, et al. ∙

∙ 09/12/2020

On Achieving Fairness and Stability in Many-to-One Matchings

Matching algorithms have been classically studied with the goal of findi...

0 Shivika Narang, et al. ∙

∙ 05/06/2020

Ensuring Fairness under Prior Probability Shifts

In this paper, we study the problem of fair classification in the presen...

0 Arpita Biswas, et al. ∙

∙ 04/03/2020

COVID-19: Strategies for Allocation of Test Kits

With the increasing spread of COVID-19, it is important to systematicall...

0 Arpita Biswas, et al. ∙

∙ 02/25/2020

FairRec: Two-Sided Fairness for Personalized Recommendations in Two-Sided Platforms

We investigate the problem of fair recommendation in the context of two-...

16 Gourab K Patro, et al. ∙

∙ 09/03/2019

Quantifying Infra-Marginality and Its Trade-off with Group Fairness

In critical decision-making scenarios, optimizing accuracy can lead to a...

0 Arpita Biswas, et al. ∙

∙ 04/25/2018

Fair Division Under Cardinality Constraints

We consider the problem of fairly allocating indivisible goods, among ag...

0 Siddharth Barman, et al. ∙

∙ 11/21/2017

Groupwise Maximin Fair Allocation of Indivisible Goods

We study the problem of allocating indivisible goods among n agents in a...

0 Siddharth Barman, et al. ∙

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