Christoph Scholz

52 papers A* 1A 1B 2C 1Journal 27Unranked 16

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	BAT: Better Audio Transformer Guided by Convex Gated Probing. CoRR Houtan Ghaffari, Lukas Rauch, Christoph Scholz, Paul Devos
2026	J	`jnl`	Meta-Learning and Meta-Reinforcement Learning - Tracing the Path towards DeepMind's Adaptive Agent. CoRR Björn Hoppmann, Christoph Scholz
2025	J	`jnl`	Adversarial Training Improves Generalization Under Distribution Shifts in Bioacoustics. CoRR René Heinrich, Lukas Rauch, Bernhard Sick, Christoph Scholz
2025	J	`jnl`	AudioProtoPNet: An interpretable deep learning model for bird sound classification. Ecol. Informatics René Heinrich, Lukas Rauch, Bernhard Sick, Christoph Scholz
2025	A*	`conf`	BirdSet: A Large-Scale Dataset for Audio Classification in Avian Bioacoustics. ICLR Lukas Rauch, Raphael Schwinger, Moritz Wirth, René Heinrich, Denis Huseljic, Marek Herde, Jonas Lange, Stefan Kahl, Bernhard Sick, Sven Tomforde, Christoph Scholz
2025	J	`jnl`	Can Masked Autoencoders Also Listen to Birds? CoRR Lukas Rauch, Ilyass Moummad, René Heinrich, Alexis Joly, Bernhard Sick, Christoph Scholz
2025	J	`jnl`	Can Masked Autoencoders Also Listen to Birds? Trans. Mach. Learn. Res. Lukas Rauch, René Heinrich, Ilyass Moummad, Alexis Joly, Bernhard Sick, Christoph Scholz
2025	—	`conf`	Learning Topology Actions for Power Grid Control: A Graph-Based Soft-Label Imitation Learning Approach. ECML/PKDD (10) Mohamed Hassouna, Clara Holzhüter, Malte Lehna, Matthijs de Jong, Jan Viebahn, Bernhard Sick, Christoph Scholz
2025	J	`jnl`	Learning Topology Actions for Power Grid Control: A Graph-Based Soft-Label Imitation Learning Approach. CoRR Mohamed Hassouna, Clara Holzhüter, Malte Lehna, Matthijs de Jong, Jan Viebahn, Bernhard Sick, Christoph Scholz
2025	J	`jnl`	Unmute the Patch Tokens: Rethinking Probing in Multi-Label Audio Classification. CoRR Lukas Rauch, René Heinrich, Houtan Ghaffari, Lukas Miklautz, Ilyass Moummad, Bernhard Sick, Christoph Scholz
2024	J	`jnl`	AudioProtoPNet: An interpretable deep learning model for bird sound classification. CoRR René Heinrich, Bernhard Sick, Christoph Scholz
2024	J	`jnl`	BirdSet: A Multi-Task Benchmark for Classification in Avian Bioacoustics. CoRR Lukas Rauch, Raphael Schwinger, Moritz Wirth, René Heinrich, Jonas Lange, Stefan Kahl, Bernhard Sick, Sven Tomforde, Christoph Scholz
2024	J	`jnl`	Fault Detection for agents on power grid topology optimization: A Comprehensive analysis. CoRR Malte Lehna, Mohamed Hassouna, Dmitry Degtyar, Sven Tomforde, Christoph Scholz
2024	J	`jnl`	Graph Reinforcement Learning in Power Grids: A Survey. CoRR Mohamed Hassouna, Clara Holzhüter, Pawel Lytaev, Josephine M. Thomas, Bernhard Sick, Christoph Scholz
2024	J	`jnl`	HUGO - Highlighting Unseen Grid Options: Combining Deep Reinforcement Learning with a Heuristic Target Topology Approach. CoRR Malte Lehna, Clara Holzhüter, Sven Tomforde, Christoph Scholz
2024	—	`conf`	Predictions and Decision Making for Resilient Intelligent Sustainable Energy Systems. ISGT EUROPE Martin Braun, Christian Gruhl, Christian A. Hans, Philipp Härtel, Christoph Scholz, Bernhard Sick, Malte Siefert, Florian Steinke, Olaf Stursberg, Sebastian Wende-von Berg
2024	J	`jnl`	Predictions and Decision Making for Resilient Intelligent Sustainable Energy Systems. CoRR Martin Braun, Christian Gruhl, Christian A. Hans, Philipp Härtel, Christoph Scholz, Bernhard Sick, Malte Siefert, Florian Steinke, Olaf Stursberg, Sebastian Wende-von Berg
2024	J	`jnl`	Targeted adversarial attacks on wind power forecasts. Mach. Learn. René Heinrich, Christoph Scholz, Stephan Vogt, Malte Lehna
2024	—	`conf`	Towards Deep Active Learning in Avian Bioacoustics. IAL@PKDD/ECML Lukas Rauch, Denis Huseljic, Moritz Wirth, Jens Decke, Bernhard Sick, Christoph Scholz
2024	J	`jnl`	Towards Deep Active Learning in Avian Bioacoustics. CoRR Lukas Rauch, Denis Huseljic, Moritz Wirth, Jens Decke, Bernhard Sick, Christoph Scholz
2023	J	`jnl`	Active Bird2Vec: Towards End-to-End Bird Sound Monitoring with Transformers. CoRR Lukas Rauch, Raphael Schwinger, Moritz Wirth, Bernhard Sick, Sven Tomforde, Christoph Scholz
2023	J	`jnl`	Managing power grids through topology actions: A comparative study between advanced rule-based and reinforcement learning agents. CoRR Malte Lehna, Jan Viebahn, Christoph Scholz, Antoine Marot, Sven Tomforde
2023	J	`jnl`	Targeted Adversarial Attacks on Wind Power Forecasts. CoRR René Heinrich, Christoph Scholz, Stephan Vogt, Malte Lehna
2021	J	`jnl`	A Reinforcement Learning Approach for the Continuous Electricity Market of Germany: Trading from the Perspective of a Wind Park Operator. CoRR Malte Lehna, Björn Hoppmann, René Heinrich, Christoph Scholz
2020	—	`conf`	Towards the Prediction of Electricity Prices at the Intraday Market Using Shallow and Deep-Learning Methods. MIDAS@PKDD/ECML Christoph Scholz, Malte Lehna, Katharina Brauns, André Baier
2016	—	`—`	Link Mining and Localisation in the Context of Face-to-Face Contact Networks. Christoph Scholz
2015	B	`conf`	Is Web Content a Good Proxy for Real-Life Interaction?: A Case Study Considering Online and Offline Interactions of Computer Scientists. ASONAM Mark Kibanov, Martin Atzmueller, Jens Illig, Christoph Scholz, Alain Barrat, Ciro Cattuto, Gerd Stumme
2015	—	`ed.`	Mining, Modeling, and Recommending 'Things' in Social Media - 4th International Workshops, MUSE 2013, Prague, Czech Republic, September 23, 2013, and MSM 2013, Paris, France, May 1, 2013, Revised Selected Papers MSM/MUSE Martin Atzmueller, Alvin Chin, Christoph Scholz, Christoph Trattner
2014	—	`ch.`	Connect-U: A System for Enhancing Social Networking. Socio-technical Design of Ubiquitous Computing Systems Martin Atzmueller, Kay Behrenbruch, Axel Hoffmann, Mark Kibanov, Bjoern Elmar Macek, Christoph Scholz, Hendrik Skistims, Matthias Söllner, Gerd Stumme
2014	—	`conf`	Formation and Temporal Evolution of Social Groups During Coffee Breaks. MSM/MUSE/SenseML Martin Atzmueller, Andreas Ernst, Friedrich Krebs, Christoph Scholz, Gerd Stumme
2014	J	`jnl`	Link Prediction and the Role of Stronger Ties in Networks of Face-to-Face Proximity. CoRR Christoph Scholz, Martin Atzmueller, Gerd Stumme
2014	—	`ch.`	Mining Social Links for Ubiquitous Knowledge Engineering. Socio-technical Design of Ubiquitous Computing Systems Christoph Scholz, Bjoern Elmar Macek, Martin Atzmueller, Stephan Doerfel, Gerd Stumme
2014	—	`conf`	On the Predictability of Talk Attendance at Academic Conferences. LWA Christoph Scholz, Jens Illig, Martin Atzmüller, Gerd Stumme
2014	J	`jnl`	On the Predictability of Talk Attendance at Academic Conferences. CoRR Christoph Scholz, Jens Illig, Martin Atzmueller, Gerd Stumme
2014	—	`conf`	On the evolution of social groups during coffee breaks. WWW (Companion Volume) Martin Atzmueller, Andreas Ernst, Friedrich Krebs, Christoph Scholz, Gerd Stumme
2014	—	`conf`	On the predictability of recurring links in networks of face-to-face proximity. WWW (Companion Volume) Christoph Scholz, Martin Atzmueller, Gerd Stumme
2014	—	`conf`	On the predictability of talk attendance at academic conferences. HT Christoph Scholz, Jens Illig, Martin Atzmueller, Gerd Stumme
2014	J	`jnl`	Predictability of evolving contacts and triadic closure in human face-to-face proximity networks. Soc. Netw. Anal. Min. Christoph Scholz, Martin Atzmueller, Mark Kibanov, Gerd Stumme
2014	J	`jnl`	Temporal evolution of contacts and communities in networks of face-to-face human interactions. Sci. China Inf. Sci. Mark Kibanov, Martin Atzmueller, Christoph Scholz, Gerd Stumme
2014	J	`jnl`	Ubicon and its applications for ubiquitous social computing. New Rev. Hypermedia Multim. Martin Atzmueller, Martin Becker, Mark Kibanov, Christoph Scholz, Stephan Doerfel, Andreas Hotho, Bjoern Elmar Macek, Folke Mitzlaff, Juergen Mueller, Gerd Stumme
2014	C	`conf`	Unsupervised and Hybrid Approaches for On-line RFID Localization with Mixed Context Knowledge. ISMIS Christoph Scholz, Martin Atzmueller, Gerd Stumme
2013	—	`conf`	Evolution of Contacts and Communities in Networks of Face-to-Face Proximity. LWA Mark Kibanov, Martin Atzmueller, Christoph Scholz, Gerd Stumme
2013	B	`conf`	How do people link?: analysis of contact structures in human face-to-face proximity networks. ASONAM Christoph Scholz, Martin Atzmueller, Mark Kibanov, Gerd Stumme
2013	A	`conf`	New Insights and Methods For Predicting Face-To-Face Contacts. ICWSM Christoph Scholz, Martin Atzmueller, Alain Barrat, Ciro Cattuto, Gerd Stumme
2013	—	`conf`	On the Evolution of Contacts and Communities in Networks of Face-to-Face Proximity. GreenCom/iThings/CPScom Mark Kibanov, Martin Atzmueller, Christoph Scholz, Gerd Stumme
2012	—	`conf`	Anatomy of a conference. HT Bjoern Elmar Macek, Christoph Scholz, Martin Atzmueller, Gerd Stumme
2012	—	`conf`	On the Predictability of Human Contacts: Influence Factors and the Strength of Stronger Ties. SocialCom/PASSAT Christoph Scholz, Martin Atzmueller, Gerd Stumme
2012	—	`conf`	Ubicon: Observing Physical and Social Activities. GreenCom Martin Atzmueller, Martin Becker, Stephan Doerfel, Andreas Hotho, Mark Kibanov, Bjoern Elmar Macek, Folke Mitzlaff, Juergen Mueller, Christoph Scholz, Gerd Stumme
2011	J	`jnl`	Enhancing Social Interactions at Conferences. it Inf. Technol. Martin Atzmüller, Dominik Benz, Stephan Doerfel, Andreas Hotho, Robert Jäschke, Bjoern Elmar Macek, Folke Mitzlaff, Christoph Scholz, Gerd Stumme
2011	J	`jnl`	Hardness and Non-Approximability of Bregman Clustering Problems. Electron. Colloquium Comput. Complex. Marcel R. Ackermann, Johannes Blömer, Christoph Scholz
2011	—	`conf`	Resource-Aware On-line RFID Localization Using Proximity Data. ECML/PKDD (3) Christoph Scholz, Stephan Doerfel, Martin Atzmueller, Andreas Hotho, Gerd Stumme
2008	—	`conf`	CSI: PC2 - A High Performance Biometrie System. Informatiktage Samir Brulic, Samira Brulic, Pascal Deppe, Dominic Eschweiler, Rosbeh Etemadi, Klaus Herbold, Christian Konersmann, Robert Meiche, Christoph Scholz, Nils Timm, André Ückermann, Elmar Weber, Rene C. Zorn