Renat Sergazinov

According to our database, Renat Sergazinov authored at least 7 papers between 2021 and 2025.

Collaborative distances:

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

2025

Random at First, Fast at Last: NTK-Guided Fourier Pre-Processing for Tabular DL.

Renat Sergazinov, Jing Wu, Shao-An Yin

CoRR, June, 2025

Improving Model Probability Calibration by Integration of Large Data Sources with Biased Labels.

Renat Sergazinov, Richard Chen, Cheng Ji, Jing Wu, Daniel Cociorva, Hakan Brunzell

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

A spectral method for multi-view subspace learning using the product of projections.

Renat Sergazinov, Armeen Taeb, Irina Gaynanova

CoRR, 2024

GlucoBench: Curated List of Continuous Glucose Monitoring Datasets with Prediction Benchmarks.

Renat Sergazinov, Elizabeth Chun, Valeriya Rogovchenko, Nathaniel J. Fernandes, Nicholas Kasman, Irina Gaynanova

Proceedings of the Twelfth International Conference on Learning Representations, 2024

SwitchTab: Switched Autoencoders Are Effective Tabular Learners.

Jing Wu, Suiyao Chen, Qi Zhao, Renat Sergazinov, Chen Li, Shengjie Liu, Chongchao Zhao, Tianpei Xie, Hanqing Guo, Cheng Ji, Daniel Cociorva, Hakan Brunzell

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Gluformer: Transformer-based Personalized glucose Forecasting with uncertainty quantification.

Renat Sergazinov, Mohammadreza Armandpour, Irina Gaynanova

Proceedings of the IEEE International Conference on Acoustics, 2023

2021

Machine learning approach to force reconstruction in photoelastic materials.

Renat Sergazinov, Miroslav Kramár

Mach. Learn. Sci. Technol., 2021