Piotr Fryzlewicz

Publication Activity (10 Years)

Years Active: 2006-2022
Publications (10 Years): 9

Top Topics

Singular Spectrum Analysis

Reinforcement Learning

Top Venues

Medical Image Anal.

J. Comput. Graph. Stat.

J. Mach. Learn. Res.

Publications

Andreas Anastasiou, Ivor Cribben, Piotr Fryzlewicz
Cross-covariance isolate detect: A new change-point method for estimating dynamic functional connectivity. Medical Image Anal. 75 (2022)
Jie Li, Paul Fearnhead, Piotr Fryzlewicz, Tengyao Wang
Automatic Change-Point Detection in Time Series via Deep Learning. CoRR (2022)
Liyuan Hu, Mengbing Li, Chengchun Shi, Zhenke Wu, Piotr Fryzlewicz
Doubly Inhomogeneous Reinforcement Learning. CoRR (2022)
Mengbing Li, Chengchun Shi, Zhenke Wu, Piotr Fryzlewicz
Reinforcement Learning in Possibly Nonstationary Environments. CoRR (2022)
Christine Yuen, Piotr Fryzlewicz
Exploiting Disagreement Between High-Dimensional Variable Selectors for Uncertainty Visualization. J. Comput. Graph. Stat. 31 (1) (2022)
Rico Blaser, Piotr Fryzlewicz
Regularizing axis-aligned ensembles via data rotations that favor simpler learners. Stat. Comput. 31 (2) (2021)
Jean Hamilton, Matthew A. Nunes, Marina I. Knight, Piotr Fryzlewicz
Complex-Valued Wavelet Lifting and Applications. Technometrics 60 (1) (2018)
Xinyu Kang, Piotr Fryzlewicz, Catherine Chu, Mark Kramer, Eric D. Kolaczyk
Multiscale network analysis through tail-greedy bottom-up approximation, with applications in neuroscience. ACSSC (2017)
Rico Blaser, Piotr Fryzlewicz
Random Rotation Ensembles. J. Mach. Learn. Res. 17 (2016)
Haeran Cho, Piotr Fryzlewicz
Multiscale interpretation of taut string estimation and its connection to Unbalanced Haar wavelets. Stat. Comput. 21 (4) (2011)
E. S. Motakis, Guy P. Nason, Piotr Fryzlewicz, G. A. Rutter
Variance stabilization and normalization for one-color microarray data using a data-driven multiscale approach. Bioinform. 22 (20) (2006)