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Christopher J. Anders

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Technische Universität Berlin
Machine Learning / Intelligent Data Analysis (IDA)

Secretariat MAR 4-1, Marchstraße 23, D-10587 Berlin
https://www.tu.berlin/en/ml

Christopher J. Anders

Doctoral Researcher

Christopher J. Anders is a research associate working in the Machine Learning Group of Technische Universität Berlin. He received his M.Sc. in Computer Science at Technische Universität Berlin in 2018. His research involves explainable AI and understanding of large scale machine learning models.

Kim Andrea Nicoli, Christopher Anders, Lena Funcke, Karl Jansen, Shinichi Nakajima

NeuLat: a toolbox for neural samplers in lattice field theories

December 27 , 2023
https://inspirehep.net/literature/2752003

Kim Andrea Nicoli, Christopher J. Anders, Lena Funcke, Tobias Hartung, Karl Jansen, Stefan Kuhn, Klaus-Robert Muller, Paolo Stornati, Pan Kessel, Shinichi Nakajima

Physics-Informed Bayesian Optimization of Variational Quantum Circuits

September 21 , 2023
https://neurips.cc/virtual/2023/poster/69993

Kim A. Nicoli, Christopher J. Anders, Tobias Hartung, Karl Jansen, Pan Kessel, Shinichi Nakajima

Detecting and Mitigating Mode-Collapse for Flow-based Sampling of Lattice Field Theories

February 27 , 2023
https://arxiv.org/abs/2302.14082

Wojciech Samek, Gregoire Montavon, Sebastian Lapuschkin, Christopher J. Anders, Klaus-Robert Müller

Explaining Deep Neural Networks and Beyond: A Review of Methods and Applications

March 04 , 2021
https://doi.org/10.1109/JPROC.2021.3060483

Kim A. Nicoli, Christopher J. Anders, Lena Funcke, Tobias Hartung, Karl Jansen, Pan Kessel, Shinichi Nakajima, Paolo Stornati

On Estimation of Thermodynamic Observables in Lattice Field Theories with Deep Generative Models

January 19 , 2021
https://doi.org/10.1103/physrevlett.126.032001

News
Machine Learning| Sep 23, 2023

CORALS at Tokyo Biennale 2023

CORALS is a kinetic sound sculpture by the Italian media artist Marco Barotti. The installation was created as part of the BIFOLD Artist in Residence Program and is now being exhibited at one of the largest art fairs in Asia.