Outside view of a tall, white building, the so-called L-building, at TUM Campus Heilbronn.
July 21-25, 2025

Optimization-Augmented Machine Learning: Theory and Practice

AdONE Summer Workshop at TUM Campus Heilbronn

Drone view of the educational campus in the middle of the city of Heilbronn.

Optimization-Augmented Machine Learning: Theory and Practice

Join us for a cutting-edge workshop exploring the fusion of machine learning and combinatorial optimization. Designed for PhDs and PostDocs, this event dives into the latest research at the intersection of optimization and learning. Topics include automatic differentiation for decision-focused learning, hybrid pipelines combining combinatorial solvers with neural networks, reinforcement learning and multi-agent RL for operational research, and ML pipelines tailored to nonlinear optimization problems. Whether you're working on static or multistage problems, this workshop will equip you with tools and insights to push the boundaries of intelligent decision-making.

Workshop Hosts

Aula TUM Campus Heilbronn

Venue & Schedule

VENUE:

The event will be held at Conference Rooms (Aula), Bildungscampus 6, 74076 Heilbronn.

 

PRELIMINARY SCHEDULE:

Monday, July 21, 2025:
2:00 p.m. - 4:30 p.m.: Research Presentations
6:30 p.m. - 10 p.m.: Welcome Dinner

Tuesday, July 22, 2025:
8:30 a.m. - 4:30 p.m.: Research Presentations
 

Wednesday, July 23, 2025:
8:30 a.m. - 4:30 p.m.: Research Presentations and PhD Student Pitches

Thursday, July 24, 2025:
8:30 a.m. - 4:30 p.m.: Research Presentations
7 p.m. - 10 p.m.: Workshop Dinner
 

Friday, July 25, 2025:
9:30 a.m. - 12:30 p.m.: Research Presentations and Closing

 

(A detailed schedule will be sent to participants in June 2025).

Hotel Reservation for the Workshop

We have reserved single rooms at the Insel-Hotel (Willy-Mayer-Brücke, 74072 Heilbronn). The hotel is within walking distance from the train station and the venue.

 

Please let us know on the registration form (see below) for which dates you would like a binding hotel booking. The invoice for the hotel stay from Monday to Friday will be paid directly by us. If you wish to arrive on Sunday, please pay the additional night on arrival.

 

 

Parking:
Parking is available directly at the hotel entrance on the parking deck or in the hotel garage at EUR 12.00 per vehicle per night (for the hotel garage with e-charging station a reservation is necessary, cost: EUR 18.00 per vehicle). Input navigation system: Willy-Mayer-Brücke
Please note: Parking fees cannot be covered by the organizer and must be paid by the guest on departure.

Registration (by invitation only)

AdONE Summer Workshop

Optimization-Augmented Machine Learning: Theory and Practice

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Venue
Conference Rooms (Aula), Bildungscampus 6, 74076 Heilbronn
Calendar
Time
July 21-25, 2025
TUM
Organization Team
SpeechbubbleMedium adone@tum.de
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