Research grants (principal investigator)
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2019 - 2023 National Science Centre (Poland), OPUS: grant no. 2018/31/B/ST6/00993,
Deep processing of structured data,
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2017 - 2020 National Science Centre (Poland), SONATA: grant no. 2016/21/D/ST6/00980,
Additional information in data clustering and related areas,
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2015 - 2016 National Science Centre (Poland), PRELUDIUM: grant no. 2014/13/N/ST6/01832,
Development of machne learning methods with an application to determining chemical compounds activitiy,
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2013 - 2015 Polish Ministry of Science and Higher Education, IUVENTUS PLUS: grant no. IP2012 055972,
Clustering in metric spaces,
Research & Development projects
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2019 - 2021 National Centre for Research and Development (Poland), LIDER: grant no. 0137/L-9/2017,
Polypharmacological in silico screening platform,
Head of the project: Rafał Kurczb
Role: contractor
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2017 - 2020 European Regional Development Fund, RPMP.01.02.01-12-0406/16,
An autonomous system of planning, scheduling and production control based on the methods of artificial intelligence and machine learning,
Recipient: CFI Information Systems
Role: R&D Specialist
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VII – X 2018 Samsung R&D Institute Poland, Warsaw, Poland,
High-resolution images inpainting with generative adversarial networks,,
Role: contractor
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I - VII 2017 European Regional Development Fund,
Deep learning in terms of a distributed system of energy-efficient mobile devices for the optimization of the machine operation process,
Recepient: Reliability Solutions
Role: (contractor) commissioned work
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VII - IX 2014 Samsung R&D Institute Poland, Warsaw, Poland,
Text data clustering,
Role: contractor
Distinctions
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2021: MEiN scholarship for outstanding young scientists (Polish Minister of Education and Science)
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2018: 1st level individual award for scientific achievements (Rector of Jagiellonian University)
Reviewer for:
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NeurIPS, ICML, AAAI, ICLR
IEEE journals, JMLR, Elsevier (KBS, NNs)