Talks | Aaron Klein

2026

Invited talk at the Knowledge Exchange Workshops for Large Language Models of the German Aerospace Center

Invited talk at the Visual Intelligence Seminar series on Optimizing Deep Learning: Automated Methods for Efficient Training and Architecture Design (video)
Key Note on Automating Neural Network Design: Neural Architecture Search for Small and Efficient Models at the SmaLLEXT Workshop at CIKM 2025
Industry Talk on Open Large Language Models for Europe at the AutoML Conference 2025
Tutorial on Neural Architecture Search at the AutoML Summer School 2025 (video)
ScaDS.AI Living Lab Lecture Compressing Large Language Models (video)

Keynote ‘Compressing Large Language Models via Neural Architecture Search’ at the AutoML Conference 2024 (video)
Tutorial on ‘Hyperparameter Optimization’ and ‘Neural Architecture Search’ at the MESS 2024 summer school

Invited talk at BLISS: ‘Automated Machine Learning’
Invited talk at SIAM23 Minisymposia on Bayesian Optimization in the Real World : ‘Bayesian Optimization for Hyperparameter and Neural Architecture Search’

Invited talk at the Mannheimer Informatik-Kolloquium: ‘Automated Tuning of Deep Neural Networks’ (video)
Invited talk at SIAM21 Minisymposia on Hyperparameter Optimization in Machine Learning: ‘Model-based Neural Architecture and Hyperparameter Search’