Nikita Ivkin - RankMe

25 papers A* 4A 1B 1Journal 14Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	XShare: Collaborative in-Batch Expert Sharing for Faster MoE Inference. CoRR Daniil Vankov, Nikita Ivkin, Kyle Ulrich, Xiang Song, Ashish Khetan, George Karypis
2024	J	`jnl`	Federated Learning Clients Clustering with Adaptation to Data Drifts. CoRR Minghao Li, Dmitrii Avdiukhin, Rana Shahout, Nikita Ivkin, Vladimir Braverman, Minlan Yu
2022	—	`conf`	Flow-level loss detection with Δ-sketches. SOSR Shir Landau Feibish, Zaoxing Liu, Nikita Ivkin, Xiaoqi Chen, Vladimir Braverman, Jennifer Rexford
2022	J	`jnl`	Streaming Quantiles Algorithms with Small Space and Update Time. Sensors Nikita Ivkin, Edo Liberty, Kevin J. Lang, Zohar S. Karnin, Vladimir Braverman
2020	—	`conf`	Amazon SageMaker Autopilot: a white box AutoML solution at scale. DEEM@SIGMOD Piali Das, Nikita Ivkin, Tanya Bansal, Laurence Rouesnel, Philip Gautier, Zohar S. Karnin, Leo Dirac, Lakshmi Ramakrishnan, Andre Perunicic, Iaroslav Shcherbatyi, Wilton Wu, Aida Zolic, Huibin Shen, Amr Ahmed, Fela Winkelmolen, Miroslav Miladinovic, Cédric Archambeau, Alex Tang, Bhaskar Dutt, Patricia Grao, Kumar Venkateswar
2020	J	`jnl`	Amazon SageMaker Autopilot: a white box AutoML solution at scale. CoRR Piali Das, Valerio Perrone, Nikita Ivkin, Tanya Bansal, Zohar S. Karnin, Huibin Shen, Iaroslav Shcherbatyi, Yotam Elor, Wilton Wu, Aida Zolic, Thibaut Liénart, Alex Tang, Amr Ahmed, Jean Baptiste Faddoul, Rodolphe Jenatton, Fela Winkelmolen, Philip Gautier, Leo Dirac, Andre Perunicic, Miroslav Miladinovic, Giovanni Zappella, Cédric Archambeau, Matthias W. Seeger, Bhaskar Dutt, Laurence Rouesnel
2020	A*	`conf`	FetchSGD: Communication-Efficient Federated Learning with Sketching. ICML Daniel Rothchild, Ashwinee Panda, Enayat Ullah, Nikita Ivkin, Ion Stoica, Vladimir Braverman, Joseph Gonzalez, Raman Arora
2020	J	`jnl`	FetchSGD: Communication-Efficient Federated Learning with Sketching. CoRR Daniel Rothchild, Ashwinee Panda, Enayat Ullah, Nikita Ivkin, Ion Stoica, Vladimir Braverman, Joseph Gonzalez, Raman Arora
2020	—	`conf`	I Know What You Did Last Summer: Network Monitoring using Interval Queries. SIGMETRICS (Abstracts) Nikita Ivkin, Ran Ben Basat, Zaoxing Liu, Gil Einziger, Roy Friedman, Vladimir Braverman
2020	J	`jnl`	Practical and sample efficient zero-shot HPO. CoRR Fela Winkelmolen, Nikita Ivkin, H. Furkan Bozkurt, Zohar S. Karnin
2020	—	`conf`	Sketch and Scale Geo-distributed tSNE and UMAP. IEEE BigData Viska Wei, Nikita Ivkin, Vladimir Braverman, Alexander S. Szalay
2020	J	`jnl`	Sketch and Scale: Geo-distributed tSNE and UMAP. CoRR Viska Wei, Nikita Ivkin, Vladimir Braverman, Alexander S. Szalay
2019	—	`conf`	Attack Time Localization using Interval Queries. SIGCOMM Posters and Demos Nikita Ivkin, Ran Ben Basat, Zaoxing Liu, Gil Einziger, Roy Friedman, Vladimir Braverman
2019	A*	`conf`	Communication-efficient Distributed SGD with Sketching. NeurIPS Nikita Ivkin, Daniel Rothchild, Enayat Ullah, Vladimir Braverman, Ion Stoica, Raman Arora
2019	J	`jnl`	Communication-efficient distributed SGD with Sketching. CoRR Nikita Ivkin, Daniel Rothchild, Enayat Ullah, Vladimir Braverman, Ion Stoica, Raman Arora
2019	J	`jnl`	I Know What You Did Last Summer: Network Monitoring using Interval Queries. Proc. ACM Meas. Anal. Comput. Syst. Nikita Ivkin, Ran Ben Basat, Zaoxing Liu, Gil Einziger, Roy Friedman, Vladimir Braverman
2019	A	`conf`	QPipe: quantiles sketch fully in the data plane. CoNEXT Nikita Ivkin, Zhuolong Yu, Vladimir Braverman, Xin Jin
2019	J	`jnl`	Streaming Quantiles Algorithms with Small Space and Update Time. CoRR Nikita Ivkin, Edo Liberty, Kevin J. Lang, Zohar S. Karnin, Vladimir Braverman
2018	J	`jnl`	DreamNLP: Novel NLP System for Clinical Report Metadata Extraction using Count Sketch Data Streaming Algorithm: Preliminary Results. CoRR Sanghyun Choi, Nikita Ivkin, Vladimir Braverman, Michael A. Jacobs
2018	J	`jnl`	Scalable streaming tools for analyzing N-body simulations: Finding halos and investigating excursion sets in one pass. Astron. Comput. Nikita Ivkin, Zaoxing Liu, Lin F. Yang, S. S. Kumar, Gerard Lemson, Mark Neyrinck, Alexander S. Szalay, Vladimir Braverman, Tamas Budavari
2017	A*	`conf`	BPTree: An ℓ PODS Vladimir Braverman, Stephen R. Chestnut, Nikita Ivkin, Jelani Nelson, Zhengyu Wang, David P. Woodruff
2016	J	`jnl`	BPTree: an ℓ CoRR Vladimir Braverman, Stephen R. Chestnut, Nikita Ivkin, Jelani Nelson, Zhengyu Wang, David P. Woodruff
2016	A*	`conf`	Beating CountSketch for heavy hitters in insertion streams. STOC Vladimir Braverman, Stephen R. Chestnut, Nikita Ivkin, David P. Woodruff
2015	J	`jnl`	Beating CountSketch for Heavy Hitters in Insertion Streams. CoRR Vladimir Braverman, Stephen R. Chestnut, Nikita Ivkin, David P. Woodruff
2015	B	`conf`	Streaming Algorithms for Halo Finders. e-Science Zaoxing Liu, Nikita Ivkin, Lin Yang, Mark Neyrinck, Gerard Lemson, Alexander S. Szalay, Vladimir Braverman, Tamas Budavari, Randal C. Burns, Xin Wang