| 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 | 401 | 2020 |
| Communication-efficient distributed SGD with sketching N Ivkin, D Rothchild, E Ullah, I Stoica, R Arora Advances in Neural Information Processing Systems 32, 2019 | 219 | 2019 |
| 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 | 88 | 2020 |
| 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 | 74 | 2017 |
| 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 | 64 | 2016 |
| 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 | 55 | 2019 |
| Streaming quantiles algorithms with small space and update time N Ivkin, E Liberty, K Lang, Z Karnin, V Braverman Sensors 22 (24), 9612, 2022 | 21 | 2022 |
| 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 | 16 | 2020 |
| 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 | 14 | 2015 |
| Practical and sample efficient zero-shot hpo F Winkelmolen, N Ivkin, HF Bozkurt, Z Karnin arXiv preprint arXiv:2007.13382, 2020 | 13 | 2020 |
| 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 | 7 | 2018 |
| 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 | 6 | 2020 |
| 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 | 4 | 2022 |
| 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 | 4 | 2011 |
| О некоторых задачах математического моделирования транспортных потоков АВ Гасников, ЮВ Дорн, НП Ивкин, МС Ишманов, ТС Обидина, ... Доклады, 2012 | 2 | 2012 |
| 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 | 1 | 2022 |
| 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 | 1 | 2019 |
| 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 | 1 | 2018 |
Vladimir BravermanVictor E. Cameron Professor of Computer Science, Rice UniversityVerified email at rice.edu
