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20202024
most citedAdaSplit: Adaptive Trade-offs for Resource-constrained Distributed Deep Learning

14 citations · 52 across the 20 of their papers we have counts for

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Showing 2021Show all

10 papers · 1 filter

cs.LG2021★ 14 cited

AdaSplit: Adaptive Trade-offs for Resource-constrained Distributed Deep Learning

Ayush Chopra, Surya Kant Sahu, Abhishek Singh +4

Distributed deep learning frameworks like federated learning (FL) and its variants are enabling personalized experiences across a wide range of web clients and mobile/IoT devices.…

q-bio.PE2021

Vaccination Worldwide: Strategies, Distribution and Challenges

Chirag Samal, Kasia Jakimowicz, Krishnendu Dasgupta +26

The Coronavirus 2019 (Covid-19) pandemic caused by the SARS-CoV-2 virus represents an unprecedented crisis for our planet. It is a bane of the über connected world that we live in…

cs.LG2021★ 1 cited

Can Self Reported Symptoms Predict Daily COVID-19 Cases?

Parth Patwa, Viswanatha Reddy, Rohan Sukumaran +6

The COVID-19 pandemic has impacted lives and economies across the globe, leading to many deaths. While vaccination is an important intervention, its roll-out is slow and unequal ac…

eess.IV2021★ 1 cited

Automatic calibration of time of flight based non-line-of-sight reconstruction

Subhash Chandra Sadhu, Abhishek Singh, Tomohiro Maeda +4

Time of flight based Non-line-of-sight (NLOS) imaging approaches require precise calibration of illumination and detector positions on the visible scene to produce reasonable resul…

cs.CR2021★ 1 cited

Safepaths: Vaccine Diary Protocol and Decentralized Vaccine Coordination System using a Privacy Preserving User Centric Experience

Abhishek Singh, Ramesh Raskar, Anna Lysyanskaya

In this early draft, we present an end-to-end decentralized protocol for the secure and privacy preserving workflow of vaccination, vaccination status verification, and adverse rea…

cs.CY2021

Mobile Apps Prioritizing Privacy, Efficiency and Equity: A Decentralized Approach to COVID-19 Vaccination Coordination

Joseph Bae, Rohan Sukumaran, Sheshank Shankar +8

In this early draft, we describe a decentralized, app-based approach to COVID-19 vaccine distribution that facilitates zero knowledge verification, dynamic vaccine scheduling, cont…