Publications

Sergio Hernan Garrido Mejia, Elke Kirschbaum, Armin Kekić, Atalanti Mastakouri (2024). Estimating joint interventional distributions from marginal interventional data. arXiv.

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Armin Kekić, Bernhard Schölkopf, Michel Besserve (2024). Targeted Reduction of Causal Models. UAI.

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Wendong Liang, Armin Kekić, Julius von Kügelgen, Simon Buchholz, Michel Besserve, Luigi Gresele, Bernhard Schölkopf (2023). Causal Component Analysis. NeurIPS.

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Julius von Kügelgen, Michel Besserve, Wendong Liang, Luigi Gresele, Armin Kekić, Elias Bareinboim, David M. Blei, Bernhard Schölkopf (2023). Nonparametric Identifiability of Causal Representations from Unknown Interventions. NeurIPS.

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David Wellnitz, Armin Kekić, Julian Heiss, Michael Gertz, Matthias Weidemüller, Andreas Spitz (2023). A Network Approach to Atomic Spectra. J. Phys. Complex.

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Armin Kekić, Jonas Dehning, Luigi Gresele, Julius von Kügelgen, Viola Priesemann, Bernhard Schölkopf (2023). Evaluating vaccine allocation strategies using simulation-assisted causal modeling. Cell Patterns.

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Manuel Kunz, Stefan Birr, Mones Raslan, Lei Ma, Zhen Li, Adele Gouttes, Mateusz Koren, Tofigh Naghibi, Johannes Stephan, Mariia Bulycheva, Matthias Grzeschik, Armin Kekić, Michael Narodovitch, Kashif Rasul, Julian Sieber, Tim Januschowski (2023). Deep Learning based Forecasting: a case study from the online fashion industry. arXiv.

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Cian Eastwood, Andrei Liviu Nicolicioiu, Julius von Kügelgen, Armin Kekić, Frederik Träuble, Andrea Dittadi, Bernhard Schölkopf (2023). DCI-ES: An Extended Disentanglement Framework with Connections to Identifiability. ICLR.

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Armin Kekić, Robert A. Van Gorder (2018). Wave propagation across interfaces induced by different interaction exponents in ordered and disordered Hertz-like granular chains. Physica D: Nonlinear Phenomena.

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Armin Kekić (2016). Solitary wave propagation across interfaces in 1D granular crystals. Master’s Thesis.

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Vladislav Gavryusev, Miguel Ferreira-Cao, Armin Kekić, Gerhard Zürn, Adrien Signoles (2016). Interaction Enhanced Imaging of Rydberg P states - Preparation and detection of Rydberg atoms for engineering long-range interactions. Eur. Phys. J. Special Topics.

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Armin Kekić (2015). Three-photon excitation of Rydberg-P-states. Bachelor’s Thesis.

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