Mgr. et Mgr. Jaroslav Oľha
Research and development staff I, Department of Machine Learning and Data Processing
Office: B419
Botanická 554/68a
602 00 Brno
Phone: | +420 549 49 6930 |
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social and academic networks: |
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Total number of publications: 28
2024
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LMI-30: Protein structural embeddings of AlphaFold DB
Year: 2024, type:
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Scaling Learned Metric Index to 100M Datasets
17th International Conference on Similarity Search and Applications (SISAP 2024), year: 2024
2023
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Reproducible experiments with Learned Metric Index Framework
Information systems, year: 2023, volume: 118, edition: 1, DOI
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SISAP 2023 Indexing Challenge – Learned Metric Index
Similarity Search and Applications. SISAP 2023. Lecture Notes in Computer Science, vol 14289, year: 2023
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Umpalumpa: a framework for efficient execution of complex image processing workloads on heterogeneous nodes
Computing, year: 2023, volume: 105, edition: 11, DOI
2022
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Learned Indexing in Proteins: Extended Work on Substituting Complex Distance Calculations with Embedding and Clustering Techniques
Year: 2022
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Learned Indexing in Proteins: Substituting Complex Distance Calculations with Embedding and Clustering Techniques
Similarity Search and Applications, 15th International Conference, SISAP 2022, Bologna, Italy, October 5–7, 2022, Proceedings, year: 2022
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Property Map Collective Variable as a Useful Tool for a Force Field Correction
Journal of Chemical Information and Modeling, year: 2022, volume: 62, edition: 3, DOI
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Using hardware performance counters to speed up autotuning convergence on GPUs
Journal of Parallel and Distributed Computing, year: 2022, volume: 160, edition: February, DOI
2021
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Complex simulation workflows in containerized high-performance environment
Proc. ESM 2021, year: 2021