Zobrazeno 1 - 10
of 11
pro vyhledávání: '"Vidya Muthukumar"'
Publikováno v:
IEEE Journal on Selected Areas in Information Theory. 1:67-83
A continuing mystery in understanding the empirical success of deep neural networks is their ability to achieve zero training error and generalize well, even when the training data is noisy and there are more parameters than data points. We investiga
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::1d904a73443aba3b70166591cc7f5a9f
https://doi.org/10.1109/jsait.2020.2984716
https://doi.org/10.1109/jsait.2020.2984716
Publikováno v:
Ann. Statist. 48, no. 2 (2020), 1072-1097
Pairwise comparison data arises in many domains, including tournament rankings, web search and preference elicitation. Given noisy comparisons of a fixed subset of pairs of items, we study the problem of estimating the underlying comparison probabili
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::9e589b3963556d90c8b748fa6a2860f6
https://doi.org/10.1214/19-aos1838
https://doi.org/10.1214/19-aos1838
Autor:
Vidya Muthukumar, Anant Sahai
Publikováno v:
IEEE Transactions on Cognitive Communications and Networking. 3:491-504
The combination of emerging new communication technologies, economic growth, and limited amounts of available spectrum necessitate dynamic tiered sharing. This paper builds on the “spectrum jails” paradigm—a model for light-handed ex-post enfor
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::d69c598cdec58b4e6213ca400402d68a
https://doi.org/10.1109/tccn.2017.2747579
https://doi.org/10.1109/tccn.2017.2747579
Publikováno v:
ISIT
A continuing mystery in understanding the empirical success of deep neural networks has been in their ability to achieve zero training error and yet generalize well, even when the training data is noisy and there are more parameters than data points.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::618a19439761815ac532cbf23fd51e59
https://doi.org/10.1109/isit.2019.8849614
https://doi.org/10.1109/isit.2019.8849614
Autor:
Samuel Thomas, Kush R. Varshney, Prasanna Sattigeri, Vidya Muthukumar, Abhishek Kumar, Chai-Wah Wu, Nalini K. Ratha, Tejaswini Pedapati, Aleksandra Mojsilovic, Brian Kingsbury
Publikováno v:
CVPR Workshops
Recent work shows unequal performance of commercial face classification services in the gender classification task across intersectional groups defined by skin type and gender. Accuracy on dark-skinned females is significantly worse than on any other
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::26d505279d654d4fa1df60df4f055f31
https://doi.org/10.1109/cvprw.2019.00282
https://doi.org/10.1109/cvprw.2019.00282
Autor:
Vidya Muthukumar, Anant Sahai
Publikováno v:
EC
Agents rarely act in isolation -- their behavioral history, in particular, is public to others. We seek a non-asymptotic understanding of how a leader agent should shape this history to its maximal advantage, knowing that follower agent(s) will be le
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::394e1288ba3a5ae2273ca6f26f95b5c8
Autor:
Vidya Muthukumar, Anant Sahai
Publikováno v:
ISIT
Recent advances in dynamic spectrum sharing have led to renewed focus on the structure of regulatory games between a primary user and a secondary user of a spectrum band. The primary user has to decide to what extent it invokes the services of the re
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::6a8d340f0e0c7cf3d3274cf8f633b7ee
https://doi.org/10.1109/isit.2017.8006979
https://doi.org/10.1109/isit.2017.8006979
Autor:
Vidya Muthukumar, Anant Sahai
Publikováno v:
DySPAN
The combination of emerging new communication technologies, economic growth, and current limitations on the amount of available dedicated spectrum necessitate sharing spectrum dynamically between incumbent (primary) users and opportunistic (secondary
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::0b070f7f980e9b49be8a542e9dd2f6d8
https://doi.org/10.1109/dyspan.2017.7920755
https://doi.org/10.1109/dyspan.2017.7920755
Publikováno v:
DySPAN
Spectrum whitespaces and dynamic spectrum sharing have become important and interesting topics in recent years. The USA authorized the use of TV whitespaces in 2008 and the UK and Canada followed suit in early 2015. In light of the PCAST report of 20
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::da584efb4d6a3ca27bef4121472c6d43
https://doi.org/10.1109/dyspan.2015.7343849
https://doi.org/10.1109/dyspan.2015.7343849
Publikováno v:
ICC
Spectrum has traditionally been allocated for single uses and by now most of the “prime” spectrum has well-entrenched incumbent users. When a new service needs spectrum, there are two qualitatively distinct ways of making bandwidth available for
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::75c4f51ae312acbac86307c7d41ccad9
https://zenodo.org/record/1270003
https://zenodo.org/record/1270003