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July 27th
Monday
July 28th
Tueday
July 29th
Wednesday
July 30th
Thursday
July 31st
Friday
09:00-10:30
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From Tool-Using LLMs to Orchestrated Agent Systems
Neural Scaling Laws for Pretraining Large Language Models
Agentic AutoML Systems
What You Need Beyond Search in Industrial AutoML Solutions
Bayesian Optimization Intended for Real Experiments
Registration open
Coffee Break
11:00-12:30
Welcome & Introduction
A tutorial on neural architecture search
Scaling Laws, Hyperparameter Transfer, and the Efficiency-Validity Trade-Off in Foundation Model Research
Evaluation of Agentic AutoML Systems
Ask Us Anything
Lunch Break
14:00-15:30
An Introduction to Bayesian Optimization
The Foundation Model Revolution for Tabular Data
LLMs for Optimization in Code-Spaces: From Metaheuristic Design to AutoML
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Coffee break
16:00-17:30
Preferential Bayesian Optimization for Objectives You Can't Write Down
Panel Discussion
Explaining Hyperparameter Optimization: Ablation, Sensitivity, Tunability and Beyond
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Evening
Time on your own
Social Dinner
Pub Crawl
Time on your own
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Poster Session Information
Poster Session Information
Please bring printed posters, we cannot print the posters for you
Poster size: A0 landscape or portrait (max poster size 154 x 156 cm)
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