Schelter, Sebastian

5 publications

ICML 2025 scSSL-Bench: Benchmarking Self-Supervised Learning for Single-Cell Data Olga Ovcharenko, Florian Barkmann, Philip Toma, Imant Daunhawer, Julia E Vogt, Sebastian Schelter, Valentina Boeva

ICLR 2024 Data Debugging with Shapley Importance over Machine Learning Pipelines Bojan Karlaš, David Dao, Matteo Interlandi, Sebastian Schelter, Wentao Wu, Ce Zhang

NeurIPSW 2022 Towards Parameter-Efficient Automation of Data Wrangling Tasks with Prefix-Tuning David Vos, Till Döhmen, Sebastian Schelter

MLOSS 2020 Apache Mahout: Machine Learning on Distributed Dataflow Systems Robin Anil, Gokhan Capan, Isabel Drost-Fromm, Ted Dunning, Ellen Friedman, Trevor Grant, Shannon Quinn, Paritosh Ranjan, Sebastian Schelter, Özgür Yılmazel

JMLR 2019 DataWig: Missing Value Imputation for Tables Felix Biessmann, Tammo Rukat, Phillipp Schmidt, Prathik Naidu, Sebastian Schelter, Andrey Taptunov, Dustin Lange, David Salinas