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Nikita Ivkin
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2020 – today
- 2022
- [j3]Nikita Ivkin, Edo Liberty, Kevin J. Lang, Zohar S. Karnin, Vladimir Braverman:
Streaming Quantiles Algorithms with Small Space and Update Time. Sensors 22(24): 9612 (2022) - [c11]Shir Landau Feibish, Zaoxing Liu, Nikita Ivkin, Xiaoqi Chen, Vladimir Braverman, Jennifer Rexford:
Flow-level loss detection with Δ-sketches. SOSR 2022: 25-32 - 2020
- [c10]Viska Wei, Nikita Ivkin, Vladimir Braverman, Alexander S. Szalay:
Sketch and Scale Geo-distributed tSNE and UMAP. IEEE BigData 2020: 996-1003 - [c9]Daniel Rothchild, Ashwinee Panda, Enayat Ullah, Nikita Ivkin, Ion Stoica, Vladimir Braverman, Joseph Gonzalez, Raman Arora:
FetchSGD: Communication-Efficient Federated Learning with Sketching. ICML 2020: 8253-8265 - [c8]Nikita Ivkin, Ran Ben Basat, Zaoxing Liu, Gil Einziger, Roy Friedman, Vladimir Braverman:
I Know What You Did Last Summer: Network Monitoring using Interval Queries. SIGMETRICS (Abstracts) 2020: 61-62 - [c7]Piali Das, Nikita Ivkin, Tanya Bansal, Laurence Rouesnel, Philip Gautier, Zohar S. Karnin, Leo Dirac, Lakshmi Ramakrishnan, Andre Perunicic, Iaroslav Shcherbatyi, Wilton Wu, Aida Zolic, Huibin Shen, Amr Ahmed, Fela Winkelmolen, Miroslav Miladinovic, Cédric Archambeau, Alex Tang, Bhaskar Dutt, Patricia Grao, Kumar Venkateswar:
Amazon SageMaker Autopilot: a white box AutoML solution at scale. DEEM@SIGMOD 2020: 2:1-2:7 - [i9]Daniel Rothchild, Ashwinee Panda, Enayat Ullah, Nikita Ivkin, Ion Stoica, Vladimir Braverman, Joseph Gonzalez, Raman Arora:
FetchSGD: Communication-Efficient Federated Learning with Sketching. CoRR abs/2007.07682 (2020) - [i8]Fela Winkelmolen, Nikita Ivkin, H. Furkan Bozkurt, Zohar S. Karnin:
Practical and sample efficient zero-shot HPO. CoRR abs/2007.13382 (2020) - [i7]Viska Wei, Nikita Ivkin, Vladimir Braverman, Alexander S. Szalay:
Sketch and Scale: Geo-distributed tSNE and UMAP. CoRR abs/2011.06103 (2020) - [i6]Piali Das, Valerio Perrone, Nikita Ivkin, Tanya Bansal, Zohar S. Karnin, Huibin Shen, Iaroslav Shcherbatyi, Yotam Elor, Wilton Wu, Aida Zolic, Thibaut Liénart, Alex Tang, Amr Ahmed, Jean Baptiste Faddoul, Rodolphe Jenatton, Fela Winkelmolen, Philip Gautier, Leo Dirac, Andre Perunicic, Miroslav Miladinovic, Giovanni Zappella, Cédric Archambeau, Matthias W. Seeger, Bhaskar Dutt, Laurence Rouesnel:
Amazon SageMaker Autopilot: a white box AutoML solution at scale. CoRR abs/2012.08483 (2020)
2010 – 2019
- 2019
- [j2]Nikita Ivkin, Ran Ben Basat, Zaoxing Liu, Gil Einziger, Roy Friedman, Vladimir Braverman:
I Know What You Did Last Summer: Network Monitoring using Interval Queries. Proc. ACM Meas. Anal. Comput. Syst. 3(3): 61:1-61:28 (2019) - [c6]Nikita Ivkin, Zhuolong Yu, Vladimir Braverman, Xin Jin:
QPipe: quantiles sketch fully in the data plane. CoNEXT 2019: 285-291 - [c5]Nikita Ivkin, Daniel Rothchild, Enayat Ullah, Vladimir Braverman, Ion Stoica, Raman Arora:
Communication-efficient Distributed SGD with Sketching. NeurIPS 2019: 13144-13154 - [c4]Nikita Ivkin, Ran Ben Basat, Zaoxing Liu, Gil Einziger, Roy Friedman, Vladimir Braverman:
Attack Time Localization using Interval Queries. SIGCOMM Posters and Demos 2019: 85-87 - [i5]Nikita Ivkin, Daniel Rothchild, Enayat Ullah, Vladimir Braverman, Ion Stoica, Raman Arora:
Communication-efficient distributed SGD with Sketching. CoRR abs/1903.04488 (2019) - [i4]Nikita Ivkin, Edo Liberty, Kevin J. Lang, Zohar S. Karnin, Vladimir Braverman:
Streaming Quantiles Algorithms with Small Space and Update Time. CoRR abs/1907.00236 (2019) - 2018
- [j1]Nikita Ivkin, Zaoxing Liu, Lin F. Yang, S. S. Kumar, Gerard Lemson, Mark Neyrinck, Alexander S. Szalay, Vladimir Braverman, Tamas Budavari:
Scalable streaming tools for analyzing N-body simulations: Finding halos and investigating excursion sets in one pass. Astron. Comput. 23: 166-179 (2018) - [i3]Sanghyun Choi, Nikita Ivkin, Vladimir Braverman, Michael A. Jacobs:
DreamNLP: Novel NLP System for Clinical Report Metadata Extraction using Count Sketch Data Streaming Algorithm: Preliminary Results. CoRR abs/1809.02665 (2018) - 2017
- [c3]Vladimir Braverman, Stephen R. Chestnut, Nikita Ivkin, Jelani Nelson, Zhengyu Wang, David P. Woodruff:
BPTree: An ℓ2 Heavy Hitters Algorithm Using Constant Memory. PODS 2017: 361-376 - 2016
- [c2]Vladimir Braverman, Stephen R. Chestnut, Nikita Ivkin, David P. Woodruff:
Beating CountSketch for heavy hitters in insertion streams. STOC 2016: 740-753 - [i2]Vladimir Braverman, Stephen R. Chestnut, Nikita Ivkin, Jelani Nelson, Zhengyu Wang, David P. Woodruff:
BPTree: an ℓ2 heavy hitters algorithm using constant memory. CoRR abs/1603.00759 (2016) - 2015
- [c1]Zaoxing Liu, Nikita Ivkin, Lin Yang, Mark Neyrinck, Gerard Lemson, Alexander S. Szalay, Vladimir Braverman, Tamas Budavari, Randal C. Burns, Xin Wang:
Streaming Algorithms for Halo Finders. e-Science 2015: 342-351 - [i1]Vladimir Braverman, Stephen R. Chestnut, Nikita Ivkin, David P. Woodruff:
Beating CountSketch for Heavy Hitters in Insertion Streams. CoRR abs/1511.00661 (2015)
Coauthor Index
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