Faculty profile
Ivan Mizera
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Research
Latest papers
Regularized Tensor Quantile Regression With Applications to Neuroimaging Data Analysis.
Statistics in medicine · 2026
Latest funding
- $108,000
Optimization-based statistical methods: functional estimation, sparsity, compound decisions, and deep learning
NSERC · 2020 · Principal investigator
- $100,000
Convex optimization in the theory and practice of statistical estimation, prediction, and inference
NSERC · 2015 · Principal investigator
- $150,000
Optimization theory and algorithms in functional and object-oriented data analysis: from quantitative to qualitative aspects
NSERC · 2010 · Principal investigator
1 publications.
Regularized Tensor Quantile Regression With Applications to Neuroimaging Data Analysis.
Pietrosanu M, Yu D, Mizera I, Jiang B, Kong L
Optimization-based statistical methods: functional estimation, sparsity, compound decisions, and deep learning
Principal investigators: Mizera, Ivan
Keywords: statistical methodology; convex and nonconvex optimization; statistical computing; deep learning; compound decisions with mixture models; empirical bayes; functional and density estimation; convex neural networks; quantile regression; sparsity
Convex optimization in the theory and practice of statistical estimation, prediction, and inference
Principal investigators: Mizera, Ivan
Optimization theory and algorithms in functional and object-oriented data analysis: from quantitative to qualitative aspects
Principal investigators: Mizera, Ivan
Optimization theory and algorithms in functional and object-oriented data analysis: from quantitative to qualitative aspects
Principal investigators: Mizera, Ivan
Median-and quantile-oriented methodology in statistical inference and machine learning
Principal investigators: Mizera, Ivan
Upgrade computer server for research in statistics and probability
Principal investigators: Prasad, Narasimah
Robust and Nonparametric Methods for Nonlinear and Multivariate Models
Principal investigators: Mizera, Ivan
From CIHR, NSERC and SSHRC funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998, including their latest published competition results.
Frequent collaborators
- Linglong Kong and Bei Jiang: 12 shared papers
- Linglong Kong and Ivan Mizera: 1 shared paper
- Ivan Mizera and Bei Jiang: 1 shared paper
- Mathematical and Statistical Sciences
- Department of Mathematical and Statistical Sciences
Co-authors at University of Alberta, colored by department. Thicker lines mean more shared papers; select anyone to open their profile and their own map.
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