Search Results for author: Rita Kuznetsova

Found 3 papers, 1 papers with code

HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data

1 code implementation NeurIPS Datasets and Benchmarks 2021 Hugo Yèche, Rita Kuznetsova, Marc Zimmermann, Matthias Hüser, Xinrui Lyu, Martin Faltys, Gunnar Rätsch

The recent success of machine learning methods applied to time series collected from Intensive Care Units (ICU) exposes the lack of standardized machine learning benchmarks for developing and comparing such methods.

Circulatory Failure ICU Mortality +5

Variational learning across domains with triplet information

no code implementations22 Jun 2018 Rita Kuznetsova, Oleg Bakhteev, Alexandr Ogaltsov

The work investigates deep generative models, which allow us to use training data from one domain to build a model for another domain.

Cross-Lingual Document Classification Document Classification +4

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