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TransEHR: Self-Supervised Transformer for Clinical Time Series Data.

Y. Xu, S. Xu, M. Ramprassad, A. Tumanov, and C. Zhang. ML4H@NeurIPS, volume 225 of Proceedings of Machine Learning Research, page 623-635. PMLR, (2023)

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Alexey Mikaberidze

Alexey Dashevsky

Alexey Shaytan

Alexey Lomonosov

Alexey Novikov

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Proteus: agile ML elasticity through tiered reliability in dynamic resource markets.A. Harlap, A. Tumanov, A. Chung, G. Ganger, and P. Gibbons. EuroSys, page 589-604. ACM, (2017)Morpheus: Towards Automated SLOs for Enterprise Clusters.S. Jyothi, C. Curino, I. Menache, S. Narayanamurthy, A. Tumanov, J. Yaniv, R. Mavlyutov, I. Goiri, S. Krishnan, J. Kulkarni and 1 other author(s). OSDI, page 117-134. USENIX Association, (2016)UnfoldML: Cost-Aware and Uncertainty-Based Dynamic 2D Prediction for Multi-Stage Classification.Y. Xu, A. Khare, G. Matlin, M. Ramadoss, R. Kamaleswaran, C. Zhang, and A. Tumanov. NeurIPS, (2022)alsched: algebraic scheduling of mixed workloads in heterogeneous clouds.A. Tumanov, J. Cipar, G. Ganger, and M. Kozuch. SoCC, page 25. ACM, (2012)HyperSched: Dynamic Resource Reallocation for Model Development on a Deadline.R. Liaw, R. Bhardwaj, L. Dunlap, Y. Zou, J. Gonzalez, I. Stoica, and A. Tumanov. SoCC, page 61-73. ACM, (2019)ABKD: Graph Neural Network Compression with Attention-Based Knowledge Distillation.A. Ahluwalia, R. Das, P. Behnam, A. Khare, P. Li, and A. Tumanov. CoRR, (2023)SuperFed: Weight Shared Federated Learning.A. Khare, A. Agrawal, M. Lee, and A. Tumanov. CoRR, (2023)Ray: A Distributed Framework for Emerging AI Applications.P. Moritz, R. Nishihara, S. Wang, A. Tumanov, R. Liaw, E. Liang, M. Elibol, Z. Yang, W. Paul, M. Jordan and 1 other author(s). OSDI, page 561-577. USENIX Association, (2018)HOLMES: Health OnLine Model Ensemble Serving for Deep Learning Models in Intensive Care Units.S. Hong, Y. Xu, A. Khare, S. Priambada, K. Maher, A. Aljiffry, J. Sun, and A. Tumanov. KDD, page 1614-1624. ACM, (2020)InferLine: latency-aware provisioning and scaling for prediction serving pipelines.D. Crankshaw, G. Sela, X. Mo, C. Zumar, I. Stoica, J. Gonzalez, and A. Tumanov. SoCC, page 477-491. ACM, (2020)

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Disambiguation of "Tumanov, Alexey"

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TransEHR: Self-Supervised Transformer for Clinical Time Series Data.

Please choose a person to relate this publication to

Alexey Mikaberidze

Alexey Dashevsky

Alexey Shaytan

Alexey Lomonosov

Alexey Novikov

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Tumanov, Alexey"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML TransEHR: Self-Supervised Transformer for Clinical Time Series Data.

Please choose a person to relate this publication to

Alexey Mikaberidze

Alexey Dashevsky

Alexey Shaytan

Alexey Lomonosov

Alexey Novikov

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
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URL
DOI
BibTeX
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APA
Chicago
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TransEHR: Self-Supervised Transformer for Clinical Time Series Data.