Concepedia

Nikita Ivkin

NI

10

Publications

294

Citations

10

H-Index

2016

Active since

Affiliations

Johns Hopkins University(Current)

Amazon (United States)

Harvard University

Carnegie Mellon University

Nikita Ivkin is an author at Johns Hopkins University specializing in computer science, engineering, and data science.

Top concepts

EngineeringComputer ScienceData ScienceData MiningParallel ComputingComputer EngineeringBig DataMachine LearningKnowledge DiscoveryTheory Of Computing

Publications per year

2016–2022

10

Publications

10

FetchSGD: Communication-Efficient Federated Learning with Sketching

Daniel Rothchild, Ashwinee Panda, Enayat Ullah et al. · arXiv (Cornell University) · 2020 · 65 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +15

Nikita Ivkin, Zhuolong Yu, Vladimir Braverman et al. · 2019 · 45 citations · Full text

Internet Traffic Analysis, Engineering, Data Science +8

Amazon SageMaker Autopilot

Piali Das, Nikita Ivkin, Tanya Bansal et al. · 2020 · 45 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

Beating CountSketch for heavy hitters in insertion streams

Vladimir Braverman, Stephen R. Chestnut, Nikita Ivkin et al. · 2016 · 38 citations · Full text

Theory Of Computing, Computational Complexity Theory, Engineering +13

Vladimir Braverman, Stephen R. Chestnut, Nikita Ivkin et al. · 2017 · 35 citations · Full text

Theory Of Computing, Stream Processing, Computational Science +15

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