Stebėti
Nikita Ivkin
Pavadinimas
Cituota
Cituota
Metai
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
4002020
Communication-efficient distributed SGD with sketching
N Ivkin, D Rothchild, E Ullah, I Stoica, R Arora
Advances in Neural Information Processing Systems 32, 2019
2182019
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
882020
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
552019
Streaming quantiles algorithms with small space and update time
N Ivkin, E Liberty, K Lang, Z Karnin, V Braverman
Sensors 22 (24), 9612, 2022
212022
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
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
162020
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
132020
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
62020
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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Straipsniai 1–20