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Nikita Ivkin

Amazon

Federated Learning Clients Clustering with Adaptation to Data Drifts

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Nov 03, 2024
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Amazon SageMaker Autopilot: a white box AutoML solution at scale

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Dec 16, 2020
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Sketch and Scale: Geo-distributed tSNE and UMAP

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Nov 11, 2020
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Practical and sample efficient zero-shot HPO

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Jul 27, 2020
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FetchSGD: Communication-Efficient Federated Learning with Sketching

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Jul 15, 2020
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Streaming Quantiles Algorithms with Small Space and Update Time

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Jun 29, 2019
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Communication-efficient distributed SGD with Sketching

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Mar 12, 2019
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DreamNLP: Novel NLP System for Clinical Report Metadata Extraction using Count Sketch Data Streaming Algorithm: Preliminary Results

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Aug 26, 2018
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