Rita Kuznetsova

According to our database, Rita Kuznetsova authored at least 12 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Multi-Modal Contrastive Learning for Online Clinical Time-Series Applications.

Fabian Baldenweg, Manuel Burger, Gunnar Rätsch, Rita Kuznetsova

CoRR, 2024

2023

Knowledge Graph Representations to enhance Intensive Care Time-Series Predictions.

Samyak Jain, Manuel Burger, Gunnar Rätsch, Rita Kuznetsova

CoRR, 2023

Language Model Training Paradigms for Clinical Feature Embeddings.

Yurong Hu, Manuel Burger, Gunnar Rätsch, Rita Kuznetsova

CoRR, 2023

On the Importance of Step-wise Embeddings for Heterogeneous Clinical Time-Series.

Rita Kuznetsova, Alizée Pace, Manuel Burger, Hugo Yèche, Gunnar Rätsch

Proceedings of the Machine Learning for Health, 2023

Multi-modal Graph Learning over UMLS Knowledge Graphs.

Manuel Burger, Gunnar Rätsch, Rita Kuznetsova

Proceedings of the Machine Learning for Health, 2023

Temporal Label Smoothing for Early Event Prediction.

Hugo Yèche, Alizée Pace, Gunnar Rätsch, Rita Kuznetsova

Proceedings of the International Conference on Machine Learning, 2023

2022

On the Importance of Clinical Notes in Multi-modal Learning for EHR Data.

Severin Husmann, Hugo Yèche, Gunnar Rätsch, Rita Kuznetsova

CoRR, 2022

Temporal Label Smoothing for Early Prediction of Adverse Events.

Hugo Yèche, Alizée Pace, Gunnar Rätsch, Rita Kuznetsova

CoRR, 2022

2021

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

Hugo Yèche, Rita Kuznetsova, Marc Zimmermann, Matthias Hüser, Xinrui Lyu, Martin Faltys, Gunnar Rätsch

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

2018

Variational Bi-domain Triplet Autoencoder.

Rita Kuznetsova, Oleg Yu. Bakhteev

CoRR, 2018

2017

Style Breach Detection with Neural Sentence Embeddings.

Kamil Safin, Rita Kuznetsova

Proceedings of the Working Notes of CLEF 2017, 2017

2016

Methods for Intrinsic Plagiarism Detection and Author Diarization.

Mikhail P. Kuznetsov, Anastasia Motrenko, Rita Kuznetsova, Vadim V. Strijov

Proceedings of the Working Notes of CLEF 2016, 2016