Irina Gaynanova

1. Gluformer: Transformer-Based Personalized Glucose Forecasting with Uncertainty Quantification
   2022/09/09 by Renat Sergazinov, Sergazinov, Renat, Mohammadreza Armandpour +3 · 4 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Diabetes Management and Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Metabolomics and Mass Spectrometry Studies
2. Hierarchical nuclear norm penalization for multi-view data
   2022/06/26 by Sangyoon Yi, Raymond Chi-Wing Wong, Yi, Sangyoon +3 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Engineering · Medicine · #FOS: Computer and information sciences #Gene expression and cancer classification #Methodology (stat.ME) #Sparse and Compressive Sensing Techniques #Ultrasound Imaging and Elastography
3. Joint association and classification analysis of multi-view data
   2018/11/20 by Yunfeng Zhang, Irina Gaynanova, Zhang, Yunfeng +1 · 1 citation
   Biochemistry, Genetics and Molecular Biology · #Bioinformatics and Genomic Networks #FOS: Computer and information sciences #Gene expression and cancer classification #Genetic Associations and Epidemiology #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. GlucoBench: Curated List of Continuous Glucose Monitoring Datasets with Prediction Benchmarks
   2024/10/08 by Renat Sergazinov, Elizabeth Chun, Sergazinov, Renat +9 · 3 citations
   Biochemistry, Genetics and Molecular Biology · Medicine · #Applications (stat.AP) #Diabetes Management and Research #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Metabolomics and Mass Spectrometry Studies #Quantitative Methods (q-bio.QM)
5. A spectral method for multi-view subspace learning using the product of projections
   2024/10/24 by Renat Sergazinov, Armeen Taeb, Sergazinov, Renat +3 · 2 citations
   Engineering · #Advanced Measurement and Detection Methods
6. Learning Joint and Individual Structure in Network Data with Covariates
   2024/06/13 by C.J. James, James, Carson, Dongbang Yuan +5 · 2 citations
   Computer Science · #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (stat.ML) #Methodology (stat.ME)