Workshop on Exploiting Artificial Intelligence Techniques for Data Management

Zoom Link
Youtube Live

Session 1: 21:00 - 22:30 (Beijing Time)

Session Chair: Oded Shmueli

Modern AI for Age-old problems of Data Analytics and Integration [Keynote]
Sunita Sarawagi (IIT Bombay)

RUSLI: Real-time Updatable Spline Learned Index
Mayank Mishra and Rekha Singhal (Tata Consultancy Services)

Session 2: 23:00 - 00:30 (+1 day) (Beijing Time)

Session Chair: Yael Amsterdamer

A Tailored Regression for Learned Indexes: Logarithmic Error Regression
Martin Eppert, Philipp Fent and Thomas Neumann (Technische Universität München)

Balancing Familiarity and Curiosity in Data Exploration with Deep Reinforcement Learning
Aurélien Personnaz, Sihem Amer-Yahia, CNRS, Univ. Grenoble Alpes; Laure Berti-Equille, IRD, ESPACE_DEV, Montpellier; Maximilian Fabricius and Srividya Subramanian (Max Planck Institute for Extraterrestrial Physics)

Pre-Trained Web Table Embeddings for Table Discovery
Michael Günther, Maik Thiele, Julius Gonsior and Wolfgang Lehner, Database Systems Group (Technische Universität Dresden)

Session 3: 01:30 - 03:00 (Beijing Time)

Session Chair: Rajesh Bordawekar

Have you started speaking to your data, yet? [Startup Spotlight]
Vibhore Kumar and Ufuk Hürriyetoglu (Unscrambl)

LEA: A Learned Encoding Advisor for Column Stores
Lujing Cen, Andreas Kipf, Ryan Marcus and Tim Kraska (MIT CSAIL)

Session 4: 03:30 - 05:00 (Beijing Time)

Session Chair: Nesime Tatbul

Leveraging Approximate Constraints for Localized Data Error Detection
Mohan Zhang, Oliver Schulte and Yudong Luo (Simon Fraser University)

Database Systems 2.0 [Keynote]
Johannes Gehrke (Microsoft Research)