Machine Learning and Optimization

Cartoon of the group at a library table: Paul Swoboda raises a finger, explaining backpropagation on a sketch of a neural network to Paweł Batorski and Zhengxi Zhang

News

Transcoda accepted at NeurIPS 2026

Transcoda: End-to-End Zero-Shot Optical Music Recognition via Data-Centric Synthetic Training by Daniel Dratschuk and Paul Swoboda has been accepted at NeurIPS 2026.

PRL accepted at EMNLP 2026 (Findings)

PRL: Prompts from Reinforcement Learning by Paweł Batorski, Adrian Kosmala and Paul Swoboda has been accepted to Findings of EMNLP 2026.

PIAST accepted at ACL 2026

PIAST: Rapid Prompting with In-context Augmentation for Scarce Training data by Paweł Batorski and Paul Swoboda has been accepted at the ACL 2026 Main Conference.

Normalized Matching Transformer accepted at ICPR 2026

Normalized Matching Transformer by Abtin Pourhadi and Paul Swoboda has been accepted at ICPR 2026.