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11/15/2022
Byzantine Spectral Ranking
We study the problem of rank aggregation where the goal is to obtain a g...
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10/06/2021
A Theory of Tournament Representations
Real world tournaments are almost always intransitive. Recent works have...
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04/13/2021
Sequential Ski Rental Problem
The classical 'buy or rent' ski-rental problem was recently considered i...
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04/12/2021
Censored Semi-Bandits for Resource Allocation
We consider the problem of sequentially allocating resources in a censor...
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01/10/2020
SUPAID: A Rule mining based method for automatic rollout decision aid for supervisors in fleet management systems
The decision to rollout a vehicle is critical to fleet management compan...
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09/04/2019
Censored Semi-Bandits: A Framework for Resource Allocation with Censored Feedback
In this paper, we study Censored Semi-Bandits, a novel variant of the se...
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08/11/2018
Ranking with Features: Algorithm and A Graph Theoretic Analysis
We consider the problem of ranking a set of items from pairwise comparis...
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05/29/2018
Lovasz Convolutional Networks
Semi-supervised learning on graph structured data has received significa...
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04/02/2017
Provable Inductive Robust PCA via Iterative Hard Thresholding
The robust PCA problem, wherein, given an input data matrix that is the ...
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02/09/2017