Andreas Kipf

1. Learned Cardinalities: Estimating Correlated Joins with Deep Learning
   2018/09/03 by Andreas Kipf, Kipf, Andreas, Thomas Kipf +9 · 1 voice · 30 citations
   Computer Science · #Advanced Database Systems and Queries #Bayesian Modeling and Causal Inference #Data Management and Algorithms #cs.DB
2. RadixSpline: A Single-Pass Learned Index
   2020/04/30 by Andreas Kipf, Ryan Marcus, Kipf, Andreas +11 · 6 citations
   Computer Science · #Advanced Data Storage Technologies #Advanced Database Systems and Queries #Algorithms and Data Compression #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Flow-Loss: Learning Cardinality Estimates That Matter
   2021/01/13 by Parimarjan Negi, Negi, Parimarjan, Ryan Marcus +11 · 5 citations
   Computer Science · #Data Management and Algorithms #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning and Algorithms #Machine Learning and Data Classification
4. The Case for Learned Spatial Indexes
   2020/08/24 by Varun Pandey, Pandey, Varun, Alexander van Renen +9 · 3 citations
   Computer Science · Social Sciences · #Data Management and Algorithms #Geographic Information Systems Studies #Advanced Database Systems and Queries
5. Pruning in Snowflake: Working Smarter, Not Harder
   2025/04/15 by Andreas Zimmerer, Damien Dam, Zimmerer, Andreas +9 · 4 voices · 1 citation
   #cs.DB
6. Estimating Cardinalities with Deep Sketches
   2019/04/17 by Andreas Kipf, Kipf, Andreas, Dimitri Vorona +15 · 1 citation
   Computer Science · Decision Sciences · #Advanced Database Systems and Queries #Data Management and Algorithms #Data Quality and Management
7. Enhancing In-Memory Spatial Indexing with Learned Search
   2023/09/12 by Varun Pandey, Pandey, Varun, Alexander van Renen +13 · 1 citation
   Computer Science · Social Sciences · #Data Management and Algorithms #Data Mining Algorithms and Applications #Databases (cs.DB) #FOS: Computer and information sciences #Geographic Information Systems Studies
8. IDSTune: A Multi-Agent Collaborative Framework for Integrated Database System Tuning
   2026/07/24 by Yiyan Li, Guanli Liu, Renata Borovica-Gajic +6
   #cs.DB
9. Hollywood: Towards a Large Movie Dataset for Database Benchmarking
   2026/07/22 by Ivan Iachnyk, Mihail Stoian, Andreas Kipf
   #cs.DB
10. OptFSST: Optimized FSST String Compression
    2026/07/13 by Hedi Chehaidar, Mihail Stoian, Moritz Stargalla +1
    #cs.DB