Martin Strazar

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 9

Top Topics

Kernel Learning

Neighborhood Preserving

Matrix Factorization

Nonlinear Dimensionality Reduction

Top Venues

Publications

Pavlin G. Policar, Martin Strazar, Blaz Zupan
Library for t-SNE Dimensionality Reduction and Embedding. J. Stat. Softw. 109 (3) (2024)
Pavlin G. Policar, Martin Strazar, Blaz Zupan
Embedding to reference t-SNE space addresses batch effects in single-cell classification. Mach. Learn. 112 (2) (2023)
Samuel Goldman, Jeremy Wohlwend, Martin Strazar, Guy Haroush, Ramnik J. Xavier, Connor W. Coley
Annotating metabolite mass spectra with domain-inspired chemical formula transformers. Nat. Mac. Intell. 5 (9) (2023)
Primoz Godec, Blaz Zupan, Vesna Tanko, Martin Strazar
Efficient Matching of Single Cells and Cell Types. ICHI (2022)
Martin Strazar, Tomaz Curk
Approximate multiple kernel learning with least-angle regression. Neurocomputing 340 (2019)
Pavlin G. Policar, Martin Strazar, Blaz Zupan
Embedding to Reference t-SNE Space Addresses Batch Effects in Single-Cell Classification. DS (2019)
Martin Strazar, Lan Zagar, Jaka Kokosar, Vesna Tanko, Ales Erjavec, Pavlin G. Policar, Anze Staric, Janez Demsar, Gad Shaulsky, Vilas Menon, Andrew Lemire, Anup Parikh, Blaz Zupan
scOrange - a tool for hands-on training of concepts from single-cell data analytics. Bioinform. 35 (14) (2019)
Martin Strazar, Tomaz Curk
Learning the kernel matrix via predictive low-rank approximations. CoRR (2016)
Martin Strazar, Marinka Zitnik, Blaz Zupan, Jernej Ule, Tomaz Curk
Orthogonal matrix factorization enables integrative analysis of multiple RNA binding proteins. Bioinform. 32 (10) (2016)
Martin Strazar, Miha Mraz, Nikolaj Zimic, Miha Moskon
An adaptive genetic algorithm for parameter estimation of biological oscillator models to achieve target quantitative system response. Nat. Comput. 13 (1) (2014)