Nikita Ivkin

Nikita Ivkin

Amazon Inc. - Seattle / United States
Engineering & Technology / Computer Science
AD Scientific Index ID: 4968879
person_outline Nikita Ivkin's MOST POPULAR ARTICLES
1-) 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 1702020
2-) Communication-efficient distributed SGD with sketching N Ivkin, D Rothchild, E Ullah, I Stoica, R Arora Advances in Neural Information Processing Systems 32, 2019 1342019
3-) Amazon SageMaker Autopilot: a white box AutoML solution at scaleP Das, N Ivkin, T Bansal, L Rouesnel, P Gautier, Z Karnin, L Dirac, ...Proceedings of the fourth international workshop on data management for end …, 2020662020
4-) BPTree: An ℓ 2 heavy hitters algorithm using constant memoryV Braverman, SR Chestnut, N Ivkin, J Nelson, Z Wang, DP WoodruffProceedings of the 36th ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of …, 2017752017
5-) Beating countsketch for heavy hitters in insertion streamsV Braverman, SR Chestnut, N Ivkin, DP WoodruffProceedings of the forty-eighth annual ACM symposium on Theory of Computing …, 2016642016