Adam Gronowski

Technical founder and AI researcher working on generative AI and computer vision. CTO of caspa AI (Techstars).

About

I lead the technical side of caspa AI, where we build AI systems that automate visual content creation for ecommerce brands. My work spans the models, the product, and the infrastructure they run on.

Previously, I did ML research at Queen's University, collaborating with Johns Hopkins to develop new methods to improve machine learning fairness. We achieved state-of-the-art fairness results on medical image classification (published in a leading IEEE journal) and won a Best Paper Award at CWIT'22.

Publications

Classification Utility, Fairness, and Compactness via Tunable Information Bottleneck and Rényi Measures

Adam Gronowski, William Paul, Fady Alajaji, Bahman Gharesifard, Philippe Burlina — IEEE Transactions on Information Forensics and Security, vol. 19, pp. 1630–1645, 2024

arXiv IEEE

Rényi Fair Information Bottleneck for Image Classification

Adam Gronowski, William Paul, Fady Alajaji, Bahman Gharesifard, Philippe Burlina — Proc. 17th Canadian Workshop on Information Theory (CWIT), Ottawa, 2022

Best Paper Award

arXiv IEEE