Sebastian Schelter on Sebastian Schelter https://ssc.io/ Recent content in Sebastian Schelter on Sebastian Schelter Hugo -- gohugo.io en-us © 2020 Tue, 05 Mar 2024 00:00:00 +0000 Directions Towards Efficient and Automated Data Wrangling with Large Language Models https://ssc.io/publication/directions-towards-efficient-data-wrangling-with-llms-dbml-icde/ Tue, 05 Mar 2024 00:00:00 +0000 https://ssc.io/publication/directions-towards-efficient-data-wrangling-with-llms-dbml-icde/ SchemaPile: A Large Collection of Relational Database Schemas https://ssc.io/publication/schemapile-a-large-collection-of-relational-database-schemas-sigmod/ Fri, 23 Feb 2024 00:00:00 +0000 https://ssc.io/publication/schemapile-a-large-collection-of-relational-database-schemas-sigmod/ Red Onions, Soft Cheese and Data: From Food Safety to Data Traceability for Responsible AI https://ssc.io/publication/red-onions-soft-cheese-and-data-from-food-safety-to-data-traceability-for-responsible-ai-ieee-debull/ Tue, 13 Feb 2024 00:00:00 +0000 https://ssc.io/publication/red-onions-soft-cheese-and-data-from-food-safety-to-data-traceability-for-responsible-ai-ieee-debull/ Canonpipe: Data Debugging with Shapley Importance over Machine Learning Pipelines https://ssc.io/publication/canonpipe-data-debugging-with-shapley-importance-over-machine-learning-pipelines/ Tue, 16 Jan 2024 00:00:00 +0000 https://ssc.io/publication/canonpipe-data-debugging-with-shapley-importance-over-machine-learning-pipelines/ Assisted Design of Data Science Pipelines https://ssc.io/publication/assisted-design-of-data-science-pipelines-vldbj/ Mon, 15 Jan 2024 00:00:00 +0000 https://ssc.io/publication/assisted-design-of-data-science-pipelines-vldbj/ Automated Data Cleaning Can Hurt Fairness in Machine Learning-based Decision Making https://ssc.io/publication/automated-data-cleaning-can-hurt-fairness-in-ml-based-decision-making-tkde/ Mon, 15 Jan 2024 00:00:00 +0000 https://ssc.io/publication/automated-data-cleaning-can-hurt-fairness-in-ml-based-decision-making-tkde/ Etude - Evaluating the Inference Latency of Session-Based Recommendation Models at Scale https://ssc.io/publication/etude-evaluating-the-inference-latency-of-session-based-recommendation-models-at-scale-icde/ Mon, 08 Jan 2024 00:00:00 +0000 https://ssc.io/publication/etude-evaluating-the-inference-latency-of-session-based-recommendation-models-at-scale-icde/ Domain Generalization in Time Series Forecasting https://ssc.io/publication/domain-generalisation-for-timeseries-forecasting-tkde/ Sun, 07 Jan 2024 00:00:00 +0000 https://ssc.io/publication/domain-generalisation-for-timeseries-forecasting-tkde/ Hierarchical Forecasting at Scale https://ssc.io/publication/hierarchical-forecasting-at-scale-ijf/ Fri, 05 Jan 2024 00:00:00 +0000 https://ssc.io/publication/hierarchical-forecasting-at-scale-ijf/ Action Editor at DMLR https://ssc.io/post/2023-10-18/ Wed, 18 Oct 2023 00:00:00 +0200 https://ssc.io/post/2023-10-18/ Keynote at BIFOLD Summer School https://ssc.io/post/2023-08-30-keynote-summerschool/ Wed, 30 Aug 2023 00:00:00 +0200 https://ssc.io/post/2023-08-30-keynote-summerschool/ Improving Retrieval-Augmented Large Language Models via Data Importance Learning https://ssc.io/publication/improving-retrieval-augmentedlms-via-data-importance-learning-arxiv/ Sun, 30 Jul 2023 00:00:00 +0000 https://ssc.io/publication/improving-retrieval-augmentedlms-via-data-importance-learning-arxiv/ Paper accepted at SIGMOD https://ssc.io/post/2023-06-22-sigmod-awards/ Thu, 22 Jun 2023 00:00:00 +0200 https://ssc.io/post/2023-06-22-sigmod-awards/ Towards Declarative Systems for Data-Centric Machine Learning https://ssc.io/publication/towards-declarative-systems-for-data-centric-machine-learning-dmlr/ Tue, 20 Jun 2023 00:00:00 +0000 https://ssc.io/publication/towards-declarative-systems-for-data-centric-machine-learning-dmlr/ mlwhatif: What If You Could Stop Re-Implementing Your Machine Learning Pipeline Analyses Over and Over? https://ssc.io/publication/mlwhatif-demo-vldb/ Mon, 05 Jun 2023 00:00:00 +0000 https://ssc.io/publication/mlwhatif-demo-vldb/