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20112026
most citedOne Explanation Does Not Fit All: A Toolkit and Taxonomy of AI Explainability Techniques

270 citations · 835 across the 84 of their papers we have counts for

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10 papers · 1 filter

cs.IT2018★ 2 cited

From Centralized to Decentralized Coded Caching

Yitao Chen, Karthikeyan Shanmugam, Alexandros G. Dimakis

We consider the problem of designing decentralized schemes for coded caching. In this problem there are users each caching files out of a library of total files. The qu…

cs.IT2017★ 1 cited

Coded Caching with Linear Subpacketization is Possible using Ruzsa-Szeméredi Graphs

Karthikeyan Shanmugam, Antonia M. Tulino, Alexandros G. Dimakis

Coded caching is a problem where encoded broadcasts are used to satisfy users requesting popular files and having caching capabilities. Recent work by Maddah-Ali and Niesen showed…

cs.IT2015

An Efficient Multiple-Groupcast Coded Multicasting Scheme for Finite Fractional Caching

Mingyue Ji, Karthikeyan Shanmugam, Giuseppe Vettigli +3

Coded multicasting has been shown to improve the caching performance of content delivery networks with multiple caches downstream of a common multicast link. However, the schemes t…

cs.IT2015

Finite Length Analysis of Caching-Aided Coded Multicasting

Karthikeyan Shanmugam, Mingyue Ji, Antonia M. Tulino +2

In this work, we study a noiseless broadcast link serving users whose requests arise from a library of files. Every user is equipped with a cache of size files each. It…

cs.IT2015

On Approximating the Sum-Rate for Multiple-Unicasts

Karthikeyan Shanmugam, Megasthenis Asteris, Alexandros G. Dimakis

We study upper bounds on the sum-rate of multiple-unicasts. We approximate the Generalized Network Sharing Bound (GNS cut) of the multiple-unicasts network coding problem with …

cs.IT2014

Graph Theory versus Minimum Rank for Index Coding

Karthikeyan Shanmugam, Alexandros G. Dimakis, Michael Langberg

We obtain novel index coding schemes and show that they provably outperform all previously known graph theoretic bounds proposed so far. Further, we establish a rather strong negat…

cs.IT2014

Bounding Multiple Unicasts through Index Coding and Locally Repairable Codes

Karthikeyan Shanmugam, Alexandros G. Dimakis

We establish a duality result between linear index coding and Locally Repairable Codes (LRCs). Specifically, we show that a natural extension of LRCs we call Generalized Locally Re…

cs.IT2013★ 6 cited

A Repair Framework for Scalar MDS Codes

Karthikeyan Shanmugam, Dimitris S. Papailiopoulos, Alexandros G. Dimakis +1

Several works have developed vector-linear maximum-distance separable (MDS) storage codes that min- imize the total communication cost required to repair a single coded symbol afte…

cs.IT2013

Index Coding Problem with Side Information Repositories

Karthikeyan Shanmugam, Alexandros G. Dimakis, Giuseppe Caire

To tackle the expected enormous increase in mobile video traffic in cellular networks, an architecture involving a base station along with caching femto stations (referred to as he…

cs.IT2013★ 17 cited

Local Graph Coloring and Index Coding

Karthikeyan Shanmugam, Alexandros G. Dimakis, Michael Langberg

We present a novel upper bound for the optimal index coding rate. Our bound uses a graph theoretic quantity called the local chromatic number. We show how a good local coloring can…