Learning-augmented Algorithms: Theory and Applications (LATA)

Schedule

Workshop Date: Friday, June 12, 2026

Workshop Location: Parker Room, Michigan Union (2nd floor), 530 S. State Street Ann Arbor,

#Main Workshop
:30! Live

Registration (2nd floor crossing)

Workshop Organizers

:45
8:00
:15
:30! Live

Breakfast (Rogel Ballroom)

:45
9:00! Live

Welcome and opening remarks

Workshop Organizers

:15! Live

Can machine learning fix its own problems? Hyperparameter tuning of machine learning with provable guarantees

Maria-Florina Balcan

:30
:45
10:00! Live

Coffee break (Idea Hub)

:15
:30! Live

Beating Classical Streaming Barriers with Noisy Predictions

Ali Vakilian

:45
11:00
:15! Live

Contributed talks I (3 presentations)

Contributed Talk Authors

:30
:45
12:00! Live

Lunch (Rogel Ballroom)

Workshop Organizers

:15
:30
:45
13:00
:15
:30! Live

Learning-Augmented Algorithms for Efficient LLM Systems

Rana Shahout

:45
14:00
:15! Live

Contributed talks II (4 presentations)

Contributed Talk Authors

:30
:45
15:00
Caption
Keynote
Contributed Talks
Breaks
Meals
Registration
Remarks