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Sebastian Schelter on Sebastian Schelter

Recent content in Sebastian Schelter on Sebastian Schelter

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Latest posts

Directions Towards Efficient and Automated Data Wrangling with Large Language Models

SchemaPile: A Large Collection of Relational Database Schemas

Red Onions, Soft Cheese and Data: From Food Safety to Data Traceability for Responsible AI

Canonpipe: Data Debugging with Shapley Importance over Machine Learning Pipelines

Assisted Design of Data Science Pipelines

Automated Data Cleaning Can Hurt Fairness in Machine Learning-based Decision Making

Etude - Evaluating the Inference Latency of Session-Based Recommendation Models at Scale

Domain Generalization in Time Series Forecasting

Hierarchical Forecasting at Scale

Action Editor at DMLR

Keynote at BIFOLD Summer School

Improving Retrieval-Augmented Large Language Models via Data Importance Learning

Paper accepted at SIGMOD

Towards Declarative Systems for Data-Centric Machine Learning

mlwhatif: What If You Could Stop Re-Implementing Your Machine Learning Pipeline Analyses Over and Over?