Vladimír Boza

21 papers A* 1C 2Journal 14Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Addition is almost all you need: Compressing large language models with double binary factorization.
Trans. Mach. Learn. Res.
Vladimír Boza, Vladimír Macko
2025 J jnl
Addition is almost all you need: Compressing neural networks with double binary factorization.
CoRR
Vladimír Boza, Vladimír Macko
2025 J jnl
MACKO: Sparse Matrix-Vector Multiplication for Low Sparsity.
CoRR
Vladimír Macko, Vladimír Boza
2025 A* conf
Two Sparse Matrices are Better than One: Sparsifying Neural Networks with Double Sparse Factorization.
ICLR
Vladimír Boza, Vladimír Macko
2024 J jnl
Fast and Effective Weight Update for Pruned Large Language Models.
Trans. Mach. Learn. Res.
Vladimír Boza
2024 J jnl
Fast and Optimal Weight Update for Pruned Large Language Models.
CoRR
Vladimír Boza
2024 J jnl
Merging of Neural Networks.
Neural Process. Lett.
Martin Pasen, Vladimír Boza
2024 J jnl
Two Sparse Matrices are Better than One: Sparsifying Neural Networks with Double Sparse Factorization.
CoRR
Vladimír Boza, Vladimír Macko
2023 — conf
Precise Nanopore Signal Modeling Improves Unsupervised Single-Molecule Methylation Detection.
ITAT
Vladimír Boza, Eduard Batmendijn, Peter Peresíni, Viktória Hodorová, Hana Lichancová, Rastislav Rabatin, Brona Brejová, Jozef Nosek, Tomás Vinar
2022 J jnl
Dynamic Pooling Improves Nanopore Base Calling Accuracy.
IEEE ACM Trans. Comput. Biol. Bioinform.
Vladimír Boza, Peter Peresíni, Brona Brejová, Tomás Vinar
2022 J jnl
Merging of neural networks.
CoRR
Martin Pasen, Vladimír Boza
2021 — conf
Alternative Base Callers Aid Real-time Analysis of SARS-CoV-2 Sequencing Runs.
ITAT
Vladimír Boza, Matej Fedor, Kristína Borsová, Viktória Cabanová, Jana Cerníková, Viktória Hodorová, Peter Peresíni, Klára Sládecková, Boris Klempa, Jozef Nosek, Brona Brejová, Tomás Vinar
2021 J jnl
Dynamic Pooling Improves Nanopore Base Calling Accuracy.
CoRR
Vladimír Boza, Peter Peresíni, Brona Brejová, Tomás Vinar
2021 J jnl
Nanopore base calling on the edge.
Bioinform.
Peter Peresíni, Vladimír Boza, Brona Brejová, Tomás Vinar
2021 — conf
Time-adjusted Analysis Shows Weak Associations Between BCG Vaccination Policy and COVID-19 Disease Progression.
ITAT
Katarína Bodová, Vladimír Boza, Brona Brejová, Richard Kollár, Katarína Mikusová, Tomás Vinar
2020 J jnl
DeepNano-blitz: a fast base caller for MinION nanopore sequencers.
Bioinform.
Vladimír Boza, Peter Peresíni, Brona Brejová, Tomás Vinar
2020 J jnl
Nanopore Base Calling on the Edge.
CoRR
Peter Peresíni, Vladimír Boza, Brona Brejová, Tomás Vinar
2015 C conf
Fishing in Read Collections: Memory Efficient Indexing for Sequence Assembly.
SPIRE
Vladimír Boza, Jakub Jursa, Brona Brejová, Tomás Vinar
2015 J jnl
GAML: genome assembly by maximum likelihood.
Algorithms Mol. Biol.
Vladimír Boza, Brona Brejová, Tomás Vinar
2014 C conf
GAML: Genome Assembly by Maximum Likelihood.
WABI
Vladimír Boza, Brona Brejová, Tomás Vinar
2013 — conf
Experimental Comparison of Set Intersection Algorithms for Inverted Indexing.
ITAT
Vladimír Boza