TU Darmstadt is one of the leading technical universities in Germany. Its Computer Science department consistently ranks among the top 5 in Germany. TU Darmstadt offers a unique environment for research in data management due to strong cooperations with other groups like the Machine Learning Lab or Distributed Systems Programming Lab, as well as ample interdisciplinary interaction.
We conduct research in several areas of databases and data management in conjunction with artificial intelligence (AI). The groups main focus areas are Systems for AI and AI for Systems.
Our lab regularly offers courses, seminars and labs on various data management topics. Furthermore, we offer term projects and Bachelors and Masters thesis projects with different focus areas.
She got the award for her presentation on "Quest: A Query-driven Explanation Framework for Black-Box Classifiers on Tabular Data"
Three papes on Shared Tasks for NLIDBs, Explainable AI, and Interactive Text Exploration accepted to DESIRES 2021
Nadja Geisler and Benjamin Hättasch will present their work at the second conference on Design of Experimental Search & Information REtrieval Systems in Padova
The three papers are “Netted?! How to Improve the Usefulness of Spider & Co.”, “Quest: A Query-driven Explanation Framework for Black-Box Classifiers on Tabular Data”, and “WannaDB: Ad-hoc Structured Exploration of Text Collections Using Queries”. go
Benjamin Hilprecht has been nominated to present his work "Learned DBMS Components 2.0: From Workload-Driven to Zero-Shot Learning” at LADSIOS 2021
In this talk we present our vision to tackle the high costs and inflexibility of workload-driven learning.
Our extended abstract "ACID-V: Towards a new class of DBMSs for Data Sharing” was accepted to POLY 2021
We propose to extend the classical ACID properties with a new Verifiability component.