Piotr Tempczyk

Research interests: statistics, machine learning, topology

Piotr completed his studies in physics at the University of Warsaw and is currently a doctoral student at the Faculty of Mathematics, Computer Science, and Mechanics under the supervision of Marek Cygan. With over 10 years of experience in applying statistics and machine learning to business problems, in recent years, he has also decided to delve into research in the field of neural networks and Bayesian statistics. His first article on measuring the dimensionality of data was among the top 10% of papers at the prestigious ICML conference. Currently, he is professionally affiliated with Tradelink LLC and Yellowshift. He is also a co-founder and CTO at deeptale.ai, where he focuses on research and development in computer vision solutions and the creation of highly personalized products using generative models. In addition to his studies and work, he leads the Polish Lab for AI (PL4AI) research group. After work, he spends time with his wife and two daughters, rides off-road motorcycles, and if he somehow manages to find a bit of time for himself, he enjoys playing various board games, computer games, and music.

Selected Publications

Articles

Dominik Filipiak, Andrzej Zapała, Piotr Tempczyk, Anna Fensel, Marek Cygan, "Polite Teacher: Semi-Supervised Instance Segmentation with Mutual Learning and Pseudo-Label Thresholding", IEEE Access., 2024:1, 2024, 37744-37756.