Streaming Quantiles Algorithms with Small Space and Update Time
Ivkin, Nikita, Liberty, Edo, Lang, Kevin, Karnin, Zohar, Braverman, Vladimir
Published in Sensors (Basel, Switzerland) (08.12.2022)
Published in Sensors (Basel, Switzerland) (08.12.2022)
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Deterministic Identity Testing of Depth-4 Multilinear Circuits with Bounded Top Fan-in
Karnin, Zohar S, Mukhopadhyay, Partha, Shpilka, Amir, Volkovich, Ilya
Published in SIAM journal on computing (01.01.2013)
Published in SIAM journal on computing (01.01.2013)
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Pyramid-BERT: Reducing Complexity via Successive Core-set based Token Selection
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Representation Projection Invariance Mitigates Representation Collapse
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Published in arXiv.org (21.11.2023)
Published in arXiv.org (21.11.2023)
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Relative Error Streaming Quantiles
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Published in arXiv.org (24.08.2023)
Published in arXiv.org (24.08.2023)
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Uncovering Drift in Textual Data: An Unsupervised Method for Detecting and Mitigating Drift in Machine Learning Models
Khaki, Saeed, Akhouri, Abhinav Aditya, Zohar Karnin, Ma, Lan, Pan, Olivia, Chandrashekar, Samarth Marudheri
Published in arXiv.org (07.09.2023)
Published in arXiv.org (07.09.2023)
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TabTransformer: Tabular Data Modeling Using Contextual Embeddings
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Amazon SageMaker Model Monitor: A System for Real-Time Insights into Deployed Machine Learning Models
Nigenda, David, Zohar Karnin, Muhammad Bilal Zafar, Ramesha, Raghu, Tan, Alan, Donini, Michele, Kenthapadi, Krishnaram
Published in arXiv.org (05.08.2022)
Published in arXiv.org (05.08.2022)
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Improving Early Sepsis Prediction with Multi Modal Learning
Qin, Fred, Madan, Vivek, Ratan, Ujjwal, Zohar Karnin, Kapoor, Vishaal, Bhatia, Parminder, Kass-Hout, Taha
Published in arXiv.org (23.07.2021)
Published in arXiv.org (23.07.2021)
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Practical and sample efficient zero-shot HPO
Winkelmolen, Fela, Ivkin, Nikita, Bozkurt, H Furkan, Zohar Karnin
Published in arXiv.org (27.07.2020)
Published in arXiv.org (27.07.2020)
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An Empirical Process Approach to the Union Bound: Practical Algorithms for Combinatorial and Linear Bandits
Katz-Samuels, Julian, Jain, Lalit, Zohar Karnin, Jamieson, Kevin
Published in arXiv.org (21.06.2020)
Published in arXiv.org (21.06.2020)
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Streaming Quantiles Algorithms with Small Space and Update Time
Ivkin, Nikita, Liberty, Edo, Lang, Kevin, Zohar Karnin, Braverman, Vladimir
Published in arXiv.org (29.06.2019)
Published in arXiv.org (29.06.2019)
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