Research output per year
Research output per year
Personal profile
Research interests
Statistical methodology for (multi-dimensional) functional data. Iteratively reweighted least squares for sparse and/or low-rank problems in statistics, data science and compressed sensing.
Short biography
Before joining the WU as a tenure-track assistant professor, I worked as a Bernoulli Instructor at EPFL, where I also obtained my PhD in 2022. Before coming to EPFL, I completed my BSc and MSc at Charles University.
Curriculum Vitae
Bernoulli Instructor, EPFL Lausanne
2022 → 2024
Mathematics, PhD, EPFL Lausanne
2018 → 2022
Research and Teaching Assistant, Technical University of Munich
2017 → 2018
Mathematical Statistics, MSc, Charles University
… → 2017
Expertise
- mathematical statistics
- functional data
Austrian Classification of Fields of Science and Technology (OEFOS)
- 101018 Statistics
- 101029 Mathematical statistics
- 101032 Functional analysis
- 102035 Data science
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Publications
- 4 Journal article
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Random Surface Covariance estimation by Shifted Partial Tracing
Masak, T. & Panaretos, V., 2023, In: Journal of the American Statistical Association. 118, 544, p. 2562-2574Publication: Scientific journal › Journal article › peer-review
Open Access -
Separable Expansions for Covariance Estimation via the Partial Inner Product
Masak, T., Sarkar, S. & Panaretos, V., 2023, In: Biometrika. 110, 1, p. 225-247Publication: Scientific journal › Journal article › peer-review
Open Access -
Inference and Computation for Sparsely Observed Random Surfaces
Masak, T., Rubin, T. & Panaretos, V., 2022, In: Journal of Computational and Graphical Statistics. 31, 4, p. 1361-1374Publication: Scientific journal › Journal article › peer-review
Open Access -
Iteratively Reweighted Least Squares Algorithm for Sparse Principal Component Analysis with Application to Voting Records
Masak, T., 2017, In: Statistika. 97, 3, p. 88-106Publication: Scientific journal › Journal article › peer-review
Open Access
Activities
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Phase Variation of the COVID-19 Point Process
Masak, T. (Speaker)
10 Sept 2024Activity: Talk or presentation › Science to science
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The Functional Graphical Lasso
Masak, T. (Speaker)
12 Aug 2024Activity: Talk or presentation › Science to science
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Functional Linear Discriminant Analysis for Misaligned Surfaces
Masak, T. (Speaker)
12 Apr 2024Activity: Talk or presentation › Science to science
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Journal of Machine Learning Research (Journal)
Masak, T. (Reviewer)
2024 → …Activity: Editorial work and peer-review › Journal article peer-review
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Annals of Statistics (Journal)
Masak, T. (Reviewer)
2024 → …Activity: Editorial work and peer-review › Journal article peer-review