Talks and presentations

See a map of all the places I've given a talk!

Enhancing Adversarial Robustness through Multi-Objective Representation Learning Permalink

September 10, 2025

Poster, Vytautas Magnus University, Vytautas Magnus University, Kaunas, Lithuania

The 34th International Conference on Artificial Neural Networks ICANN 2025 is one of the premier conferences in the field of artificial intelligence, neural networks, neuroscience and brain-inspired computing in Europe, organized in collaboration with the European Neural Network Society ENNS. More information here

A Diffusion-Driven Generative Framework for Pareto Front Learning Permalink

June 25, 2025

Talk, University of Leeds, University of Leeds, UK

34th European Conference on Operational Research (EURO 2025): The EURO-k Conferences serve as vibrant hubs for European Operational Researchers to connect, collaborate, and share their brilliance. With a wide-reaching focus, these conferences bring together OR enthusiasts from all corners of the discipline, from theory to practice, for a lively exchange of ideas, knowledge, and groundbreaking results. Over the past 50 years, the EURO-k series has hopped around 23 different countries – proving that good research knows no borders (and neither do conference organisers)! More information here

MOREL: Enhancing Adversarial Robustness through Multi-Objective Representation Learning Permalink

April 15, 2025

Poster, Grand Hotel Vesuvio, Grand Hotel Vesuvio, Sorrento, Italy

The Sorrento Meeting is a special version of the DALI meeting held in Sorrento. Conceived with the same spirit of DALI, there’s also the opportunity to submit a single-authored paper for potential presentation during the plenary session. The idea of DALI (Data, Learning and Inference) is to combine the special qualities of the former Snowbird meetings (intimate atmosphere, very good people, plenty of time to interact) with attractive aspects of larger conferences that rarely take place in Europe. We use a three-day format with two days of workshops and one day of plenary talks in the middle, including a poster session. We pick a location that limits jet lag and / or travel times for many of us who normally travel to meetings in the US. The workshops feature research topics of current interest, and workshop participants are nominated by the workshop organizers. DALI is small and (geographically) biased towards European researchers. Participation is by invitation only. More information here

Multi-Objective Optimization for Sparse Deep Multi-Task Learning Permalink

July 02, 2024

Poster, Pacifico Yokohama Conference Center, Pacifico Yokohama Conference Center, Yokohama, Japan

IEEE WCCI 2024 is the world’s largest technical event on computational intelligence, featuring the three flagship conferences of the IEEE Computational Intelligence Society (CIS) under one roof: The International Joint Conference on Neural Networks (IJCNN), the IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) and the IEEE Congress on Evolutionary Computation (IEEE CEC). More information here

Multi-Objective Optimization for Deep Neural Network Training using Weighted Chebyshev Scalarization Permalink

September 27, 2023

Talk, Heidelberg University, Heidelberg University, Heidelberg, Germany

6th European Conference on Computational Optimization (EUCCO): The EUCCO conference series aims to bring scientists from computational optimization, algorithms for large-scale optimization problems and related applications together. The 2023 edition especially emphasized optimization with partial differential equations, large-scale optimization, as well as numerical optimization algorithms and software. More information here