RS
Renat Sergazinov
cs.LGstat.APstat.COstat.MLactigraphyCGMcs.AIcs.CVdiabetesDiabetes Mellitus, Type 2
On Valency
published · living versionsW_yrxnhwwh·v1 · currentpublished
Beyond Foundation Models: PFN Priors Improve Tabular Hyperparameter Optimization
with Artem Chistyakov, Artem Babenko
1 version
Preprints & journals
11 papers in the corpus · 2020–2026Agentic Search Spaces for Tabular Machine Learning2609.16309v1 · Renat Sergazinov, Artem Chistyakov, Sergey Pankevich et al.2026 · 0 citationsarXiv
Talking Trees: Reasoning-Assisted Induction of Decision Trees for Tabular Data2509.21465v3 · George Yakushev, Alina Shutova, Ivan Rubachev et al.2025 · 0 citationsarXiv
Chunked TabPFN: Exact Training-Free In-Context Learning for Long-Context Tabular Data2509.00326v2 · Renat Sergazinov, Shao-An Yin2025 · 0 citationsICLR Blogposts 2026
Random at First, Fast at Last: NTK-Guided Fourier Pre-Processing for Tabular DL2506.02406v1 · Renat Sergazinov, Jing Wu, Shao-An Yin2025 · 0 citationsarXiv
A spectral method for multi-view subspace learning using the product of projections2410.19125v2 · Renat Sergazinov, Armeen Taeb, Irina Gaynanova2024 · 0 citationsarXiv
GlucoBench: Curated List of Continuous Glucose Monitoring Datasets with Prediction Benchmarks2410.05780v1 · Renat Sergazinov, Elizabeth Chun, Valeriya Rogovchenko et al.2024 · 2 citationsarXiv
SwitchTab: Switched Autoencoders Are Effective Tabular Learners2401.02013v1 · Jing Wu, Suiyao Chen, Qi Zhao et al.2024 · 30 citationsAssociation for the Advancement of Artificial Intelligence (AAAI), 2024
A case study of glucose levels during sleep using multilevel fast function on scalar regression inference.37189239 · Sergazinov, Renat, Leroux, Andrew, Cui, Erjia et al.2023 · 17 citationsBiometrics. 2023;79(4):3873-3882
Gluformer: Transformer-Based Personalized Glucose Forecasting with Uncertainty Quantification2209.04526v2 · Renat Sergazinov, Mohammadreza Armandpour, Irina Gaynanova2022 · 25 citationsarXiv
A case study of glucose levels during sleep using fast function on scalar regression inference2205.08439v1 · Renat Sergazinov, Andrew Leroux, Erjia Cui et al.2022 · 0 citationsarXiv
Machine learning approach to force reconstruction in photoelastic materials2010.01163v3 · Renat Sergazinov, Miroslav Kramar2020 · 15 citationsarXiv
Career total: 16 works. 11 are in this corpus.
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