Tobias Winker

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 10

Top Topics

Pose Estimation

Machine Learning

Top Venues

Datenbank-Spektrum

Proc. VLDB Endow.

Publications

Nitin Nayak, Tobias Winker, Umut Çalikyilmaz, Sven Groppe, Jinghua Groppe
Quantum Join Ordering by Splitting the Search Space of QUBO Problems. Datenbank-Spektrum 24 (1) (2024)
Benjamin Warnke, Kevin Martens, Tobias Winker, Sven Groppe, Jinghua Groppe, Prasad Adhiyaman, Sruthi Srinivasan, Shridevi Krishnakumar
ReJOOSp: Reinforcement Learning for Join Order Optimization in SPARQL. Big Data Cogn. Comput. 8 (7) (2024)
Maja Franz, Tobias Winker, Sven Groppe, Wolfgang Mauerer
Hype or Heuristic? Quantum Reinforcement Learning for Join Order Optimisation. CoRR (2024)
Le Gruenwald, Tobias Winker, Umut Çalikyilmaz, Jinghua Groppe, Sven Groppe
Index Tuning with Machine Learning on Quantum Computers for Large-Scale Database Applications. VLDB Workshops (2023)
Tobias Winker, Umut Çalikyilmaz, Le Gruenwald, Sven Groppe
Quantum Machine Learning for Join Order Optimization using Variational Quantum Circuits. BiDEDE@SIGMOD (2023)
Umut Çalikyilmaz, Sven Groppe, Jinghua Groppe, Tobias Winker, Stefan Prestel, Farida Shagieva, Daanish Arya, Florian Preis, Le Gruenwald
Opportunities for Quantum Acceleration of Databases: Optimization of Queries and Transaction Schedules. Proc. VLDB Endow. 16 (9) (2023)
Tobias Winker, Sven Groppe, Valter Uotila, Zhengtong Yan, Jiaheng Lu, Maja Franz, Wolfgang Mauerer
Quantum Machine Learning: Foundation, New Techniques, and Opportunities for Database Research. SIGMOD Conference Companion (2023)
Nitin Nayak, Jan Rehfeld, Tobias Winker, Benjamin Warnke, Umut Çalikyilmaz, Sven Groppe
Constructing Optimal Bushy Join Trees by Solving QUBO Problems on Quantum Hardware and Simulators. BiDEDE@SIGMOD (2023)
Jan Moritz Joseph, Morten Mey, Kristian Ehlers, Christopher Blochwitz, Tobias Winker, Thilo Pionteck
Design space exploration for a hardware-accelerated embedded real-time pose estimation using vivado HLS. ReConFig (2017)
Jan Moritz Joseph, Tobias Winker, Kristian Ehlers, Christopher Blochwitz, Thilo Pionteck
Hardware-accelerated pose estimation for embedded systems using Vivado HLS. ReConFig (2016)