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Nikita Ivkin
Nikita Ivkin
Adresă de e-mail confirmată pe amazon.com
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FetchSGD: Communication-Efficient Federated Learning with Sketching
D Rothchild, A Panda, E Ullah, N Ivkin, I Stoica, V Braverman, J Gonzalez, ...
Proceedings of the 37th International Conference on Machine Learning, 2020
3682020
Communication-efficient distributed SGD with sketching
N Ivkin, D Rothchild, E Ullah, I Stoica, R Arora
Advances in Neural Information Processing Systems 32, 2019
2062019
Amazon SageMaker Autopilot: a white box AutoML solution at scale
P Das, N Ivkin, T Bansal, L Rouesnel, P Gautier, Z Karnin, L Dirac, ...
Proceedings of the fourth international workshop on data management for end …, 2020
812020
BPTree: An ℓ 2 heavy hitters algorithm using constant memory
V Braverman, SR Chestnut, N Ivkin, J Nelson, Z Wang, DP Woodruff
Proceedings of the 36th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of …, 2017
742017
Beating countsketch for heavy hitters in insertion streams
V Braverman, SR Chestnut, N Ivkin, DP Woodruff
Proceedings of the forty-eighth annual ACM symposium on Theory of Computing …, 2016
642016
Qpipe: Quantiles sketch fully in the data plane
N Ivkin, Z Yu, V Braverman, X Jin
Proceedings of the 15th International Conference on Emerging Networking …, 2019
502019
Time series classification algorithm using combined feature description
MP Kuznetsov, NP Ivkin
Journal of Machine Learning and Data Analysis 1 (11), 1471-1483, 2015
20*2015
Streaming quantiles algorithms with small space and update time
N Ivkin, E Liberty, K Lang, Z Karnin, V Braverman
Sensors 22 (24), 9612, 2022
192022
I know what you did last summer: Network monitoring using interval queries
N Ivkin, RB Basat, Z Liu, G Einziger, R Friedman, V Braverman
Abstracts of the 2020 SIGMETRICS/Performance Joint International Conference …, 2020
152020
Streaming algorithms for halo finders
Z Liu, N Ivkin, L Yang, M Neyrinck, G Lemson, A Szalay, V Braverman, ...
2015 IEEE 11th International Conference on e-Science, 342-351, 2015
142015
Practical and sample efficient zero-shot hpo
F Winkelmolen, N Ivkin, HF Bozkurt, Z Karnin
arXiv preprint arXiv:2007.13382, 2020
122020
Scalable streaming tools for analyzing n-body simulations: Finding halos and investigating excursion sets in one pass
N Ivkin, Z Liu, LF Yang, SS Kumar, G Lemson, M Neyrinck, AS Szalay, ...
Astronomy and computing 23, 166-179, 2018
72018
Sketch and Scale Geo-distributed tSNE and UMAP
V Wei, N Ivkin, V Braverman, AS Szalay
2020 IEEE International Conference on Big Data (Big Data), 996-1003, 2020
52020
Flow-level loss detection with Δ-sketches
SL Feibish, Z Liu, N Ivkin, X Chen, V Braverman, J Rexford
Proceedings of the Symposium on SDN Research, 25-32, 2022
42022
COST-AWARE ADVERSARIAL BEST ARM IDENTIFICA
N Ivkin, Z Karnin, V Perrone, G Zappella
ICLR Workshop on Neural Architecture Search, 2021
4*2021
Авторегрессионные алгоритмы прогнозирования
ИВ Фадеев, НП Ивкин, НА Савинов, АИ Корниенко, ДС Кононенко, ...
Машинное обучение и анализ данных 1 (1), 92-103, 2011
42011
О некоторых задачах математического моделирования транспортных потоков
АВ Гасников, ЮВ Дорн, НП Ивкин, МС Ишманов, ТС Обидина, ...
Доклады, 2012
22012
Bi-directional Adaptive Communication for Heterogenous Distributed Learning
D Avdiukhin, N Ivkin, SU Stich, V Braverman
ICML Workshop on Federated Learning for User Privacy and Data Confidentiality, 2022
12022
Six Dimensional Streaming Algorithm for Cluster Finding in N-Body Simulations
A Reilly, N Ivkin, G Lemson, V Braverman, A Szalay
arXiv preprint arXiv:1912.11432, 2019
12019
DreamNLP: novel NLP system for clinical report metadata extraction using count sketch data streaming algorithm: preliminary results
S Choi, N Ivkin, V Braverman, MA Jacobs
arXiv preprint arXiv:1809.02665, 2018
12018
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Articole 1–20