Felix Biessmann

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 22

Top Topics

Energy Minimization

Machine Learning

Product Information

Labeled Documents

Top Venues

Pervasive Mob. Comput.

Publications

Pallavi Mitra, Felix Biessmann
Automated Computational Energy Minimization of ML Algorithms using Constrained Bayesian Optimization. CoRR (2024)
Tuong Vy Nguyen, Alexander Glaser, Felix Biessmann
Generating Synthetic Satellite Imagery With Deep-Learning Text-to-Image Models - Technical Challenges and Implications for Monitoring and Verification. CoRR (2024)
Johannes Hoster, Sara Al-Sayed, Felix Biessmann, Alexander Glaser, Kristian Hildebrand, Igor Moric, Tuong Vy Nguyen
Using Game Engines and Machine Learning to Create Synthetic Satellite Imagery for a Tabletop Verification Exercise. CoRR (2024)
Teodor Chiaburu, Felix Biessmann
Interpretable Time Series Models for Wastewater Modeling in Combined Sewer Overflows. CoRR (2024)
Sebastian Jäger, Felix Biessmann
From Data Imputation to Data Cleaning - Automated Cleaning of Tabular Data Improves Downstream Predictive Performance. AISTATS (2024)
Felix Biessmann
Changes in Policy Preferences in German Tweets during the COVID Pandemic. CoRR (2023)
Alexander Flick, Sebastian Jäger, Ivana Trajanovska, Felix Biessmann
Automated Extraction of Fine-Grained Standardized Product Information from Unstructured Multilingual Web Data. CoRR (2023)
Alexander Flick, Sebastian Jäger, Ivana Trajanovska, Felix Biessmann
Automated Extraction of Fine-Grained Standardized Product Information from Unstructured Multilingual Web Data. ECIR (3) (2023)
Ahmet-Serdar Karakaya, Thomas Ritter, Felix Biessmann, David Bermbach
CycleSense: Detecting near miss incidents in bicycle traffic from mobile motion sensors. Pervasive Mob. Comput. 91 (2023)
Sebastian Jäger, Jessica Greene, Max Jakob, Ruben Korenke, Tilman Santarius, Felix Biessmann
GreenDB: Toward a Product-by-Product Sustainability Database. CoRR (2022)
Jacek Golebiowski, Felice Antonio Merra, Ziawasch Abedjan, Felix Biessmann
Search Filter Ranking with Language-Aware Label Embeddings. WWW (Companion Volume) (2022)
Felix Biessmann
Changes in Policy Preferences in German Tweets During the COVID Pandemic. SocInfo (2022)
Alexander Flick, Sebastian Jäger, Jessica Adriana Sanchez Garcia, Kaspar von den Driesch, Karl Brendel, Felix Biessmann
GreenDB - A Dataset and Benchmark for Extraction of Sustainability Information of Consumer Goods. CoRR (2022)
Teodor Chiaburu, Felix Biessmann, Frank Haußer
Towards ML Methods for Biodiversity: A Novel Wild Bee Dataset and Evaluations of XAI Methods for ML-Assisted Rare Species Annotations. CoRR (2022)
Ahmet-Serdar Karakaya, Thomas Ritter, Felix Biessmann, David Bermbach
CycleSense: Detecting Near Miss Incidents in Bicycle Traffic from Mobile Motion Sensors. CoRR (2022)
Felix Neutatz, Felix Biessmann, Ziawasch Abedjan
Enforcing Constraints for Machine Learning Systems via Declarative Feature Selection: An Experimental Study. SIGMOD Conference (2021)
Felix Biessmann, Dionysius Irza Refiano
Quality Metrics for Transparent Machine Learning With and Without Humans In the Loop Are Not Correlated. CoRR (2021)
Sebastian Schelter, Tammo Rukat, Felix Biessmann
JENGA - A Framework to Study the Impact of Data Errors on the Predictions of Machine Learning Models. EDBT (2021)
Berit Greinke, Giorgia Petri, Pauline Vierne, Paul Biessmann, Alexandra Börner, Kaspar Schleiser, Emmanuel Baccelli, Claas Krause, Christopher Verworner, Felix Biessmann
An Interactive Garment for Orchestra Conducting: IoT-enabled Textile & Machine Learning to Direct Musical Performance. TEI (2021)
Felix Biessmann, Viktor Treu
A Turing Test for Transparency. CoRR (2021)
Felix Biessmann, Jacek Golebiowski, Tammo Rukat, Dustin Lange, Philipp Schmidt
Automated Data Validation in Machine Learning Systems. IEEE Data Eng. Bull. 44 (1) (2021)
Muhammad Bilal Zafar, Philipp Schmidt, Michele Donini, Cédric Archambeau, Felix Biessmann, Sanjiv Ranjan Das, Krishnaram Kenthapadi
More Than Words: Towards Better Quality Interpretations of Text Classifiers. CoRR (2021)