Where to start?

Lecture Notes

Surveys

• Algorithms with Predictions by Michael Mitzenmacher and Sergei Vassilvitskii, 2020. [Beyond the Worst-Case Analysis of Algorithmis] [arxiv]

[Communications of the ACM 2022]

Workshops

• TTIC Summer Workshop Program Learning-Augmented Algorithms, August '24
• SIGMETRICS Workshop on Learning-augmented Algorithms: Theory and Applications, June '23, '24
• FSTTCS'22 Workshop on Algorithms under Uncertainty, December 2022
• STOC'22 Workshop on Algorithms with Predictions, June 2022
• ALPS'22 Workshop on Algorithms with Predictions, May 2022 [slides]
• FODSI'21 MACHINE LEARNING FOR ALGORITHMS (ML4A), July 2021
• STOC'20 Workshop on Algorithms with Predictions, June 2020
• TTI'19 Workshop on Learning-Based Algorithms, August 2019