Lukasz Maziarka

Data Scientist, Brainly

Joined

September 2018

Names

Lukasz Maziarka (Preferred)

Emails

****@gmail.com (Confirmed)

Personal Links

Google Scholar

ORCID

Career & Education History

Data Scientist

Brainly (brainly.com)

2021 – Present

PhD student

Jagiellonian University (uj.edu.pl)

2017 – 2022

Data Scientist

Ardigen (ardigen.com)

2017 – 2021

Advisors, Relations & Conflicts

PhD Advisor

Jacek Tabor

2017 – 2021

Coauthor

Stanislaw Jastrzebski

2019 – 2020

Expertise

Graph Convolutional Networks for graph prediction

Present

Transformer-based methods

2019 – 2020

Cheminformatics

2017 – 2020

Publications

PluGeN: Multi-Label Conditional Generation from Pre-trained Models
Maciej Wolczyk, Magdalena Proszewska, Lukasz Maziarka, Maciej Zieba, Patryk Wielopolski, Rafal Kurczab, Marek Smieja
- 2022 (modified: 16 Apr 2023)
- AAAI 2022
- Readers: Everyone
On the Relationship Between Disentanglement and Multi-task Learning
Lukasz Maziarka, Aleksandra Nowak, Maciej Wolczyk, Andrzej Bedychaj
- 2022 (modified: 16 Apr 2023)
- ECML/PKDD (1) 2022
- Readers: Everyone
OneFlow: One-Class Flow for Anomaly Detection Based on a Minimal Volume Region
Lukasz Maziarka, Marek Smieja, Marcin Sendera, Lukasz Struski, Jacek Tabor, Przemyslaw Spurek
- 2022 (modified: 17 Apr 2023)
- IEEE Trans. Pattern Anal. Mach. Intell. 2022
- Readers: Everyone
HuggingMolecules: An Open-Source Library for Transformer-Based Molecular Property Prediction (Student Abstract)
Piotr Gainski, Lukasz Maziarka, Tomasz Danel, Stanislaw Jastrzebski
- 2022 (modified: 24 Apr 2023)
- AAAI 2022
- Readers: Everyone
Relative Molecule Self-Attention Transformer
Lukasz Maziarka, Dawid Majchrowski, Tomasz Danel, Piotr Gaiński, Jacek Tabor, Igor T. Podolak, Pawel Morkisz, Stanislaw Kamil Jastrzebski
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Submitted
- Readers: Everyone
On the relationship between disentanglement and multi-task learning
Lukasz Maziarka, Aleksandra Nowak, Maciej Wolczyk, Andrzej Bedychaj
- Published: 28 Jan 2022, Last Modified: 12 Oct 2025
- ICLR 2022 Submitted
- Readers: Everyone
Flow-based SVDD for anomaly detection
Marcin Sendera, Marek Smieja, Lukasz Maziarka, Lukasz Struski, Przemyslaw Spurek, Jacek Tabor
- 2021 (modified: 17 Apr 2023)
- CoRR 2021
- Readers: Everyone
Relative Molecule Self-Attention Transformer
Lukasz Maziarka, Dawid Majchrowski, Tomasz Danel, Piotr Gainski, Jacek Tabor, Igor T. Podolak, Pawel M. Morkisz, Stanislaw Jastrzebski
- 2021 (modified: 24 Apr 2023)
- CoRR 2021
- Readers: Everyone
Comparison of Atom Representations in Graph Neural Networks for Molecular Property Prediction
Agnieszka Pocha, Tomasz Danel, Sabina Podlewska, Jacek Tabor, Lukasz Maziarka
- 2021 (modified: 24 Apr 2023)
- IJCNN 2021
- Readers: Everyone
Multitask Learning Using BERT with Task-Embedded Attention
Lukasz Maziarka, Tomasz Danel
- 2021 (modified: 24 Apr 2023)
- IJCNN 2021
- Readers: Everyone

View all 30 publications

Co-Authors

View all 33 co-authors