Scholar

Sebastian Schelter

Google Scholar ID: zCpQUukAAAAJ

Professor at BIFOLD & TU Berlin

data management for machine learning - large scale data analysis - responsible data management

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Citations & Impact

All-time

Citations

3,492

H-index

31

i10-index

72

Publications

20

Co-authors

62

list available

Contact

No contact links provided.

Publications

17 items

Learning how to Forget: Fine-tuning for Long-Context Sparse Attention

2026

Cited

0

"Will This Data Break My Task?" - Interactive Synthesis of Task-Aware Data Unit Tests

2026

Cited

0

Beyond Scale and Generation: Understanding Language Model-based Entity Matching

2026

Cited

0

SemPiper: Interactive Code Synthesis for Semantic Operators in Machine Learning Pipelines

2026

Cited

0

ArtiFact: A Large-Scale Multi-Modal Cultural Heritage Dataset

2026

Cited

0

Be Fair! Can Machine Learning Engineering Agents Adhere to Fairness Constraints?

2026

Cited

0

PrismaDV: Automated Task-Aware Data Unit Test Generation

2026

Cited

0

ERASE -- A Real-World Aligned Benchmark for Unlearning in Recommender Systems

2026

Cited

0

Resume (English only)

Co-authors

62 total

Technische Universität Berlin

Felix Biessmann

Einstein Center Digital Future, Berlin University of Applied Sciences

Maarten de Rijke

University of Amsterdam & ICAI

Julia Stoyanovich

New York University

Philipp Schmidt