Classification Approach to Traffic Flow Simulation
Yury V. Chekhovich , Nikita P. Ivkin
Traffic and Granular Flow '11 79 -84
2013
Scalable streaming tools for analyzing N-body simulations : finding halos and investigating excursion sets in one pass.
N. Ivkin , Z. Liu , L.F. Yang , S.S. Kumar
Astronomy and Computing 23 166 -179
3
2018
Time series classification algorithm using combined feature description
MP Kuznetsov , NP Ivkin
Journal of Machine Learning and Data Analysis 1 ( 11) 1471 -1483
20
2015
Time series classification algorithm using combined feature
MP Kuznetsov , NP Ivkin
Machine Learning 1 11 -11
2015
Communication-efficient Distributed SGD with Sketching
Vladimir braverman , Nikita Ivkin , Raman Arora , Ion Stoica
neural information processing systems 32 13144 -13154
33
2019
Communication-Efficient Federated Learning with Sketching
Vladimir Braverman , Nikita Ivkin , Raman Arora , Ion Stoica
international conference on machine learning 1
2020
FetchSGD: Communication-Efficient Federated Learning with Sketching.
Daniel Rothchild , Ashwinee Panda , Enayat Ullah , Nikita Ivkin
international conference on machine learning 8253 -8265
172
2020
Sketch and Scale Geo-distributed tSNE and UMAP
Vladimir Braverman , Nikita Ivkin , Alexander S. Szalay , Viska Wei
international conference on big data 996 -1003
2020
Attack Time Localization using Interval Queries
Nikita Ivkin , Ran Ben Basat , Zaoxing Liu , Gil Einziger
acm special interest group on data communication 85 -87
2019
Streaming Algorithms for Halo Finders
Zaoxing Liu , Nikita Ivkin , Lin Yang , Mark Neyrinck
international conference on e-science 342 -351
6
2015
Beating CountSketch for heavy hitters in insertion streams
Vladimir Braverman , Stephen R. Chestnut , Nikita Ivkin , David P. Woodruff
symposium on the theory of computing 740 -753
33
2016
BPTree: An ℓ2 Heavy Hitters Algorithm Using Constant Memory
Vladimir Braverman , Stephen R. Chestnut , Nikita Ivkin , Jelani Nelson
symposium on principles of database systems 361 -376
25
2017
QPipe: quantiles sketch fully in the data plane
Nikita Ivkin , Zhuolong Yu , Vladimir Braverman , Xin Jin
conference on emerging network experiment and technology 285 -291
12
2019
Amazon SageMaker Autopilot: a white box AutoML solution at scale
Piali Das , Valerio Perrone , Nikita Ivkin , Tanya Bansal
international conference on management of data
3
2020
Flow-level loss detection with Δ-sketches
Shir Landau Feibish , Zaoxing Liu , Nikita Ivkin , Xiaoqi Chen
25 -32
4
2022
COST-AWARE ADVERSARIAL BEST ARM IDENTIFICA
Nikita Ivkin , Zohar Karnin , Valerio Perrone , Giovanni Zappella
NAS Workshop @ ICLR 2021
4
2021
Bi-directional Adaptive Communication for Heterogenous Distributed Learning
Dmitrii Avdiukhin , Nikita Ivkin , Sebastian U Stich , Vladimir Braverman
ICML 2021 Workshop on Federated Learning for User Privacy and Data Confidentiality
1
2021
BPTree
Vladimir Braverman , Stephen R Chestnut , Nikita Ivkin , Jelani Nelson
Proceedings of the 36th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems-PODS'17
1
2016
Streaming Algorithms for Cosmological Simulations and Beyond
Vladimir Braverman , Alexander S Szalay , Zaoxing Liu , Greg Vorsanger
Streaming quantiles algorithms with small space and update time
Nikita Ivkin , Edo Liberty , Kevin Lang , Zohar Karnin
arXiv preprint arXiv:1907.00236
18
2019