Rita Kuznetsova

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 15

Top Topics

Temporal Events

Chronic Hepatitis

Graph Representation

Top Venues

CLEF (Working Notes)

Publications

Fabian Baldenweg, Manuel Burger, Gunnar Rätsch, Rita Kuznetsova
Multi-Modal Contrastive Learning for Online Clinical Time-Series Applications. CoRR (2024)
Samyak Jain, Manuel Burger, Gunnar Rätsch, Rita Kuznetsova
Knowledge Graph Representations to enhance Intensive Care Time-Series Predictions. CoRR (2023)
Rita Kuznetsova, Alizée Pace, Manuel Burger, Hugo Yèche, Gunnar Rätsch
On the Importance of Step-wise Embeddings for Heterogeneous Clinical Time-Series. CoRR (2023)
Yurong Hu, Manuel Burger, Gunnar Rätsch, Rita Kuznetsova
Language Model Training Paradigms for Clinical Feature Embeddings. CoRR (2023)
Manuel Burger, Gunnar Rätsch, Rita Kuznetsova
Multi-modal Graph Learning over UMLS Knowledge Graphs. ML4H@NeurIPS (2023)
Manuel Burger, Gunnar Rätsch, Rita Kuznetsova
Multi-modal Graph Learning over UMLS Knowledge Graphs. CoRR (2023)
Hugo Yèche, Alizée Pace, Gunnar Rätsch, Rita Kuznetsova
Temporal Label Smoothing for Early Event Prediction. ICML (2023)
Rita Kuznetsova, Alizée Pace, Manuel Burger, Hugo Yèche, Gunnar Rätsch
On the Importance of Step-wise Embeddings for Heterogeneous Clinical Time-Series. ML4H@NeurIPS (2023)
Hugo Yèche, Alizée Pace, Gunnar Rätsch, Rita Kuznetsova
Temporal Label Smoothing for Early Prediction of Adverse Events. CoRR (2022)
Severin Husmann, Hugo Yèche, Gunnar Rätsch, Rita Kuznetsova
On the Importance of Clinical Notes in Multi-modal Learning for EHR Data. CoRR (2022)
Hugo Yèche, Rita Kuznetsova, Marc Zimmermann, Matthias Hüser, Xinrui Lyu, Martin Faltys, Gunnar Rätsch
HiRID-ICU-Benchmark - A Comprehensive Machine Learning Benchmark on High-resolution ICU Data. NeurIPS Datasets and Benchmarks (2021)
Hugo Yèche, Rita Kuznetsova, Marc Zimmermann, Matthias Hüser, Xinrui Lyu, Martin Faltys, Gunnar Rätsch
HiRID-ICU-Benchmark - A Comprehensive Machine Learning Benchmark on High-resolution ICU Data. CoRR (2021)
Rita Kuznetsova, Oleg Yu. Bakhteev
Variational Bi-domain Triplet Autoencoder. CoRR (2018)
Kamil Safin, Rita Kuznetsova
Style Breach Detection with Neural Sentence Embeddings. CLEF (Working Notes) (2017)
Mikhail P. Kuznetsov, Anastasia Motrenko, Rita Kuznetsova, Vadim V. Strijov
Methods for Intrinsic Plagiarism Detection and Author Diarization. CLEF (Working Notes) (2016)