Xinrui Lyu

Publication Activity (10 Years)

Years Active: 2014-2021
Publications (10 Years): 10

Top Topics

Matrix Factorization

Linear Classifiers

Top Venues

Publications

Matthias Hüser, Martin Faltys, Xinrui Lyu, Chris Barber, Stephanie L. Hyland, Tobias M. Merz, Gunnar Rätsch
Early prediction of respiratory failure in the intensive care unit. CoRR (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. 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)
Xinrui Lyu, Jean Garret, Gunnar Rätsch, Kjong-Van Lehmann
Mutational signature learning with supervised negative binomial non-negative matrix factorization. Bioinform. 36 (Supplement-1) (2020)
Stephanie L. Hyland, Martin Faltys, Matthias Hüser, Xinrui Lyu, Thomas Gumbsch, Cristóbal Esteban, Christian Bock, Max Horn, Michael Moor, Bastian Rieck, Marc Zimmermann, Dean A. Bodenham, Karsten M. Borgwardt, Gunnar Rätsch, Tobias M. Merz
Machine learning for early prediction of circulatory failure in the intensive care unit. CoRR (2019)
Peng Zhao, Xinrui Lyu, Richard O. Sinnott, Shimin Wei
Crowd-Counting through a Cascaded, Multi-Task Convolutional Neural Network. BDCAT (2019)
Stephanie L. Hyland, Matthias Hüser, Xinrui Lyu, Martin Faltys, Tobias Merz, Gunnar Rätsch
Predicting circulatory system deterioration in intensive care unit patients. AIH@IJCAI (2018)
Xinrui Lyu, Matthias Hüser, Stephanie L. Hyland, George Zerveas, Gunnar Rätsch
Improving Clinical Predictions through Unsupervised Time Series Representation Learning. CoRR (2018)
Stephanie L. Hyland, Martin Faltys, Matthias Hüser, Xinrui Lyu, Cristóbal Esteban, Gunnar Rätsch, Tobias Merz
A Machine Learning-based Early Warning System for Circulatory System Deterioration in Intensive Care Unit Patients. AMIA (2018)
Xinrui Lyu, Joaquin Zepeda, Patrick Pérez
Maximum Margin Linear Classifiers in Unions of Subspaces. BMVC (2016)
Xinrui Lyu, Haopeng Li, Markus Flierl
Hierarchically Structured Multi-view Features for Mobile Visual Search. DCC (2014)