Zobrazeno 1 - 10
of 27
pro vyhledávání: '"Sanghamitra Dutta"'
Autor:
Sanghamitra Dutta, Faisal Hamman
Publikováno v:
Entropy, Vol 25, Iss 5, p 795 (2023)
Partial Information Decomposition (PID) is a body of work within information theory that allows one to quantify the information that several random variables provide about another random variable, either individually (unique information), redundantly
Externí odkaz:
https://doaj.org/article/34e40ac5a603498ea34b8d892d075403
Publikováno v:
Turkish Journal of Agriculture: Food Science and Technology, Vol 4, Iss 4, Pp 255-261 (2016)
Antioxidants are naturally occurring substances that combat oxidative damage in biological entities. An antioxidant achieves this by slowing or preventing the oxidation process that can damage cells in the body. It does this by getting oxidized itsel
Externí odkaz:
https://doaj.org/article/12ed7487c953498593936735df9edbc9
Autor:
Puneet Mathur, Atula Neerkaje, Malika Chhibber, Ramit Sawhney, Fuming Guo, Franck Dernoncourt, Sanghamitra Dutta, Dinesh Manocha
Publikováno v:
Proceedings of the 30th ACM International Conference on Multimedia.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::e75f310ee3620d6a45eca053ec8bf09d
https://doi.org/10.1145/3503161.3548380
https://doi.org/10.1145/3503161.3548380
Publikováno v:
IEEE Journal on Selected Areas in Information Theory. 2:1012-1024
Distributed Stochastic Gradient Descent (SGD) when run in a synchronous manner, suffers from delays in runtime as it waits for the slowest workers (stragglers). Asynchronous methods can alleviate stragglers, but cause gradient staleness that can adve
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::be6f3996c52493ccdc2d4855f6519a32
https://doi.org/10.1109/jsait.2021.3103770
https://doi.org/10.1109/jsait.2021.3103770
Addressing Unreliability in Emerging Devices and Non-von Neumann Architectures Using Coded Computing
Autor:
Tze Meng Low, Sanghamitra Dutta, Pulkit Grover, Viveck R. Cadambe, Haewon Jeong, Yaoqing Yang
Publikováno v:
Proceedings of the IEEE. 108:1219-1234
Computing systems are evolving rapidly. At the device level, emerging devices are beginning to compete with traditional CMOS systems. At the architecture level, novel architectures are successfully avoiding the communication bottleneck that is a cent
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::ccdeafd2195cb535b9aee668971e7fb0
https://doi.org/10.1109/jproc.2020.2986362
https://doi.org/10.1109/jproc.2020.2986362
Publikováno v:
AAAI
The needs of a business (e.g., hiring) may require the use of certain features that are critical in a way that any discrimination arising due to them should be exempted. In this work, we propose a novel information-theoretic decomposition of the tota
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::970cdb2ca2ae6f692b8b5efcb7cd9b04
https://doi.org/10.1609/aaai.v34i04.5794
https://doi.org/10.1609/aaai.v34i04.5794
Autor:
Farzin Haddadpour, Viveck R. Cadambe, Pulkit Grover, Mohammad Fahim, Haewon Jeong, Sanghamitra Dutta
Publikováno v:
Allerton
We provide novel coded computation strategies for distributed matrix-matrix products that outperform the recent "Polynomial code" constructions in recovery threshold, i.e., the required number of successful workers. When $m$-th fraction of each matri
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c1378add45b70f1b37192b9c87bea696
https://doi.org/10.1109/tit.2019.2929328
https://doi.org/10.1109/tit.2019.2929328
Publikováno v:
IEEE Transactions on Information Theory. 65:6171-6193
Faced with saturation of Moore's law and increasing dimension of data, system designers have increasingly resorted to parallel and distributed computing. However, distributed computing is often bottle necked by a small fraction of slow processors cal
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b6933b133dc693faad108a733d92f15f
https://doi.org/10.1109/tit.2019.2927558
https://doi.org/10.1109/tit.2019.2927558
Recent works show that the graph structure of sentences, generated from dependency parsers, has potential for improving event detection. However, they often only leverage the edges (dependencies) between words, and discard the dependency labels (e.g.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::09f3761eed982ba8028f70a57d3b9c59
Publikováno v:
Communications in Computer and Information Science ISBN: 9783030788179
BIAS
BIAS
Filter bubbles can have undesirable consequences on society by limiting user recommendations to those that already conform to their own beliefs rather than a diversity of opinions. In this work, we consider the problem of enabling users to choose whi
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::3d47810c81590a67797e3c7fa33d03ef
https://doi.org/10.1007/978-3-030-78818-6_11
https://doi.org/10.1007/978-3-030-78818-6_11