Lucas Silveira Kupssinskü, Associate Professor at PUCRS

Lucas Silveira Kupssinskü

Associate Professor · Deep Learning Researcher

School of Technology · Pontifical Catholic University of Rio Grande do Sul (PUCRS) · Porto Alegre, Brazil

I am an Associate Professor and researcher at the Graduate Program in Computer Science at PUCRS, where I co-lead the Machine Learning Theory and Applications Research Group (MALTA). I hold a Ph.D. in Applied Computing from Unisinos. My research focuses on machine learning and deep learning, with applications in fairness, health, generative models, LLMs, and Machine Unlearning, supported by institutions such as Petrobras, Motorola, Michael J. Fox Foundation, and Kunumi.

Research Interests

Machine Learning Deep Learning Computer Vision Natural Language Processing Unlearning Long Context LLMs

Selected Publications

Full list on Google Scholar.

Current Advisees

Alumni

Lectures & Courses

Deep Neural Networks

Graduate

Deep Learning I

Undergraduate

Deep Learning II

Undergraduate

Machine Learning

Undergraduate

Theory of Computing

Graduate

Scientific Methodology and Artificial Intelligence Lab

Graduate