Schedule

June 10th

Tuesday

June 11th

Wednesday

June 12th

Thursday

June 13th

Friday

AutoML Core Methods

AutoML, LLMs and Large Models

AutoML Systems

9:00-10:30

Katharina Eggensperger

👋 Welcome 👋

(organizer)
Marius Lindauer
TBA
Intro Talk (45min)

Aaron Klein
Lecture Talk (90min)
Neural Architecture Search

David Salinas
Research Talk (90min)
Challenges in Evaluating Large Language Models

Anirudh Dagar
Research Talk (45min)
AutoGluon Assistant: Achieving AutoML in Zero Lines of Code

Lukas Schott
Research Talk (45min)
Unbottling the Secrets of Knowledge Distillation

10:30-11:00

☕☕☕ coffee break ☕☕☕

11:00-12:30

(organizer)
Bernd Bischl
Intro Talk (90min)
Bayesian Optimization and Hyperparameter Optimization

Elena Raponi
Lecture Talk (90min)
Automated Algorithm Design via Large Language Models and Evolutionary Search

Jonas Geiping
Research Talk (45min)
AutoML Applications in Language Model Post-Training

Jonas Kübler & Kailash Budhathoki
Research Talk (45min)
Inference Optimization of Foundation Models on AI Accelerators

Ask-us-anything
with the organizers
🗨️🛋️🗯️

👋 Closing 👋

🍽️🥤lunch 🥤🍽️

14:00-15:30

Carolin Benjamins
Hands-On Talk (90min)
Tutorial on Bayesian Optimization with SMAC

Max Muschalik
Hands-On Talk (90min)
shapiq: Explaining Models with Shapley interactions

Balázs Kégl
Research Talk (90min)
AutoDS: automating tabular data science

15:30-16:00

☕ coffee break ☕
💬🗨️ Research Speeddating 💬🗨️

☕ coffee break ☕
Postersession
🗨️📊📈💬

☕ coffee break ☕

16:00-17:30

Anne-Laure Boulesteix
Lecture Talk (90min)
Neutral Benchmarking

Postersession (cont'd)
🗨️📊📈💬

Social Program
✨🛶🏞️🤩

Jennifer D'Souza Research Talk (90min)
LLM-assisted Scientific Experimentation: An Overview

17:30-18:15

David Holzmüller
Research Talk (45min)
Lessons from designing better tabular neural networks

Social Program (cont'd)
✨🛶🏞️🤩

Panel
🗨️🪑🪑🗯️

afterwards

School Dinner
😋🍔🥤🍻

free evening

Page updated

Report abuse