Edouard Fouché

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 21

Top Topics

Multi Armed Bandits

Top Venues

Publications

Béla H. Böhnke, Edouard Fouché, Klemens Böhm
DEAL: Data-Efficient Active Learning for Regression Under Drift. PAKDD (6) (2024)
Marco Heyden, Vadim Arzamasov, Edouard Fouché, Klemens Böhm
Budgeted Multi-Armed Bandits with Asymmetric Confidence Intervals. KDD (2024)
Marco Heyden, Edouard Fouché, Vadim Arzamasov, Tanja Fenn, Florian Kalinke, Klemens Böhm
Adaptive Bernstein change detector for high-dimensional data streams. Data Min. Knowl. Discov. 38 (3) (2024)
Marco Heyden, Vadim Arzamasov, Edouard Fouché, Klemens Böhm
Budgeted Multi-Armed Bandits with Asymmetric Confidence Intervals. CoRR (2023)
Marco Heyden, Edouard Fouché, Vadim Arzamasov, Tanja Fenn, Florian Kalinke, Klemens Böhm
Adaptive Bernstein Change Detector for High-Dimensional Data Streams. CoRR (2023)
Florian Kalinke, Edouard Fouché, Haiko Thiessen, Klemens Böhm
Multi-kernel Times Series Outlier Detection. DS (2023)
Marco Heyden, Jürgen Wilwer, Edouard Fouché, Steffen Thoma, Sven Matthiesen, Thomas Gwosch
Tandem Outlier Detectors for Decentralized Data. SSDBM (2022)
Florian Kalinke, Marco Heyden, Edouard Fouché, Klemens Böhm
Scalable Online Change Detection for High-dimensional Data Streams. CoRR (2022)
Junpei Komiyama, Edouard Fouché, Junya Honda
Finite-time Analysis of Globally Nonstationary Multi-Armed Bandits. CoRR (2021)
Edouard Fouché, Alan Mazankiewicz, Florian Kalinke, Klemens Böhm
A framework for dependency estimation in heterogeneous data streams. Distributed Parallel Databases 39 (2) (2021)
Edouard Fouché, Florian Kalinke, Klemens Böhm
Efficient subspace search in data streams. Inf. Syst. 97 (2021)
Florian Kalinke, Pawel Bielski, Snigdha Singh, Edouard Fouché, Klemens Böhm
An Evaluation of NILM Approaches on Industrial Energy-Consumption Data. e-Energy (2021)
Edouard Fouché, Yu Meng, Fang Guo, Honglei Zhuang, Klemens Böhm, Jiawei Han
Mining Text Outliers in Document Directories. ICDM (2020)
Edouard Fouché, Florian Kalinke, Klemens Böhm
Efficient Subspace Search in Data Streams. CoRR (2020)
Daniel Popovic, Edouard Fouché, Klemens Böhm
Unsupervised Artificial Neural Networks for Outlier Detection in High-Dimensional Data. ADBIS (2019)
Hasan Ümitcan Yilmaz, Edouard Fouché, Thomas Dengiz, Lucas Krauß, Dogan Keles, Wolf Fichtner
Reducing energy time series for energy system models via self-organizing maps. it Inf. Technol. 61 (2-3) (2019)
Edouard Fouché, Klemens Böhm
Monte Carlo Dependency Estimation. SSDBM (2019)
Edouard Fouché, Junpei Komiyama, Klemens Böhm
Scaling Multi-Armed Bandit Algorithms. KDD (2019)
Avipsa Roy, Edouard Fouché, Rafael Rodriguez Morales, Gregor Möhler
In-Database Geospatial Analytics using Python. ARIC@SIGSPATIAL (2019)
Edouard Fouché, Alexander Eckert, Klemens Böhm
In-database analytics with ibmdbpy. SSDBM (2018)
Edouard Fouché, Klemens Böhm
Monte Carlo Dependency Estimation. CoRR (2018)