Methods for Intrinsic Plagiarism Detection and Author Diarization. - Mikhail P. Kuznetsov; Anastasia Motrenko; Rita Kuznetsova; Vadim V. Strijov (CLEF (Working Notes), 2016)

Style Breach Detection with Neural Sentence Embeddings. - Kamil Safin; Rita Kuznetsova (CLEF (Working Notes), 2017)

Variational Bi-domain Triplet Autoencoder. - Rita Kuznetsova; Oleg Yu. Bakhteev (CoRR, 2018)

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 (NeurIPS Datasets and Benchmarks, 2021)

Temporal Label Smoothing for Early Prediction of Adverse Events. - Hugo Yèche; Alizée Pace; Gunnar Rätsch; Rita Kuznetsova (CoRR, 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 Event Prediction. - Hugo Yèche; Alizée Pace; Gunnar Rätsch; Rita Kuznetsova (ICML, 2023)

Multi-modal Graph Learning over UMLS Knowledge Graphs. - Manuel Burger; Gunnar Rätsch; Rita Kuznetsova (ML4H@NeurIPS, 2023)

On the Importance of Step-wise Embeddings for Heterogeneous Clinical Time-Series. - Rita Kuznetsova; Alizée Pace; Manuel Burger; Hugo Yèche; Gunnar Rätsch (ML4H@NeurIPS, 2023)

Language Model Training Paradigms for Clinical Feature Embeddings. - Yurong Hu; Manuel Burger; Gunnar Rätsch; Rita Kuznetsova (CoRR, 2023)

Knowledge Graph Representations to enhance Intensive Care Time-Series Predictions. - Samyak Jain; Manuel Burger; Gunnar Rätsch; Rita Kuznetsova (CoRR, 2023)

Systematic Evaluation of Self-Supervised Learning Approaches for Wearable-Based Fatigue Recognition. - Tamas Visy; Rita Kuznetsova; Christian Holz 001; Shkurta Gashi (CHIL, 2024)

Multi-Modal Contrastive Learning for Online Clinical Time-Series Applications. - Fabian Baldenweg; Manuel Burger; Gunnar Rätsch; Rita Kuznetsova (CoRR, 2024)

Towards Foundation Models for Critical Care Time Series. - Manuel Burger; Fedor Sergeev; Malte Londschien; Daphné Chopard; Hugo Yèche; Eike Gerdes; Polina Leshetkina; Alexander Morgenroth; Zeynep Babür; Jasmina Bogojeska; Martin Faltys; Rita Kuznetsova; et al. (CoRR, 2024)