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1. Gradient-based methods for solving non-negative matrix tri-factorization problem
Janez Povh, Rok Hribar, 2020

Keywords: non-negative matrix factorization, p-matching problem, data co-clustering, patients sub-typing, drug repurposing, high-performance computing
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2. Porazdeljeno računalništvo kot storitev z uporabo vmesne programske opreme ARC
BARBARA KRAŠOVEC, 2016, master's thesis

Keywords: grid, cloud, interoperability, integration, scientific computing, distributed computing, technology integration, high performance computing, cloud bursting
Full text (file, 3,44 MB)

3. Extracting optimisers by non-commutative GNS construction is robust
Janez Povh, Jurij Volčič, Igor Klep, 2018, published scientific conference contribution abstract

Keywords: high performance computing, polynomial optimization, optimum extraction, flat extension, robustness

4. High-performance solver for binary quadratic problems
Timotej Hrga, Janez Povh, Angelika Wiegele, 2018, published scientific conference contribution abstract

Keywords: high-performance computing, combinatorial optimization, max-cut problem

5. Application of semidefinite programming and high-performance computing in discrete optimization
Timotej Hrga, 2022, doctoral dissertation

Keywords: combinatorial optimization, Max-Cut problem, semidefinite programming, alternating direction method of multipliers, branch-and-bound, high-performance computing
Full text (file, 1,48 MB)
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