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Eigenmann, Marco F. [Author] ; Maathuis, Marloes H. [Contributor]; Mukherjee, Sach [Contributor]; Bühlmann, Peter [Contributor]

Improving and assessing causal inference algorithms for DAGs

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https://hdl.handle.net/20.500.11850/428225

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ETH Zurich, 2020
Hagedorn, Christopher [Author] ; Plattner, Hasso [Degree supervisor]; Runge, Jakob [Other]; Le, Thuc D. [Other]

Parallel execution of causal structure learning on graphics processing units

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https://d-nb.info/1296547221/34

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Potsdam: Universität Potsdam, 2023
Li, Honghao [Author] ; Université Paris Cité [Contributor]; Isambert, Hervé [Contributor]

Interpretable biological network reconstruction from observational data ; Reconstruction de réseaux biologiques interprétables à partir de données d'observation

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http://www.theses.fr/2021UNIP5207/document

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theses.fr, 2021-12-15
Lettner, Jan Niklas [Author] ; Ravivanpong, Ployplearn [Contributor]

Investigating Combining Quantitative And Textual Causal Knowledge In Learning Causal Structure

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https://publikationen.bibliothek.kit.edu/1000164207

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Karlsruher Institut für Technologie, 2023-11-13
Pellet, Jean-Philippe [Author] ; Widmayer, Peter [Contributor]; Buhmann, Joachim M. [Contributor]

Effective Causal Analysis: Methods for Structure Learning and Explanations

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https://hdl.handle.net/20.500.11850/72756

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ETH, 2010
Jeenas, Priit [Author]; Lagos, Ricardo [Author] ; National Bureau of Economic Research

Q-Monetary Transmission

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https://www.nber.org/papers/w30023

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Cambridge, Mass: National Bureau of Economic Research, May 2022

Published in: NBER working paper series ; no. w30023
Hagedorn, Christopher [Author] ; Runge, Jakob [Degree supervisor]; Le, Thuc D. [Degree supervisor]; Plattner, Hasso [Degree supervisor] Universität Potsdam

Parallel execution of causal structure learning on graphics processing units

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https://nbn-resolving.org/urn:nbn:de:kobv:517-opus4-597582

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Potsdam, Dezember 2022
Hagedorn, Christopher [Author]; Huegle, Johannes [Author]

Constraint-Based Causal Structure Learning in Multi-GPU Environments

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http://ceur-ws.org/Vol-2993/#paper-11

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2021

Published in: FGWM Workshop (2021 : Online): LWDA 2021: Lernen, Wissen, Daten, Analysen 2021 ; (2021), Seite 106-118
Lettner, Jan Niklas [Author]

Investigating combining quantitative and textual causal knowledge in learning causal structure

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Karlsruhe, [2023?]
Zhao, Ying [Author]; Nagy, Bruce [Author]; Kendall, Tony [Author]; Schwamm, Riqui [Author]

Causal Learning in Modeling Multi-segment War Game Leveraging Machine Intelligence with EVE Structures

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http://ceur-ws.org/Vol-2819/#session3paper3

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2020

Published in: Workshop on Deep Models and Artificial Intelligence for Defense Applications: Potentials, Theories, Practices, Tools and Risks (2. : 2020 : Online): DMAI4DA 2020, Deep Models and Artificial Intelligence for Defense Applications: Potentials, Theories, Practices, Tools, and Risks 2020 ; (2020), Seite 105-112
Hagedorn, Christopher [Author]

Parallel execution of causal structure learning on graphics processing units ; Parallele Ausführung von kausalem Strukturlernen auf Grafikprozessoren

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https://publishup.uni-potsdam.de/frontdoor/index/index/docId/59758

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University of Potsdam: publish.UP, 2023
Heinze-Deml, Christina; Maathuis, Marloes H.; Meinshausen, Nicolai

Causal Structure Learning

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Annual Reviews, 2018

Published in: Annual Review of Statistics and Its Application, 5 (2018) 1, Seite 371-391
Taylor, Eric G.; Ahn, Woo-kyoung

Causal imprinting in causal structure learning

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Elsevier BV, 2012

Published in: Cognitive Psychology, 65 (2012) 3, Seite 381-413
WANG Yunxia, CAO Fuyuan, LING Zhaolong

Hybrid Local Causal Structure Learning

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2021

Published in: Jisuanji kexue yu tansuo, 15 (2021) 4, Seite 754-765
Bramley, Neil R.; Gerstenberg, Tobias; Mayrhofer, Ralf; Lagnado, David A.

Time in causal structure learning

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American Psychological Association (APA), 2018

Published in: Journal of Experimental Psychology: Learning, Memory, and Cognition, 44 (2018) 12, Seite 1880-1910
Liang, Jiaxuan; Wang, Jun; Yu, Guoxian; Domeniconi, Carlotta; Zhang, Xiangliang; Guo, Maozu

Gradient-Based Local Causal Structure Learning

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Institute of Electrical and Electronics Engineers (IEEE), 2024

Published in: IEEE Transactions on Cybernetics, 54 (2024) 1, Seite 486-495
Squires, Chandler; Uhler, Caroline

Causal Structure Learning: A Combinatorial Perspective

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Springer Science and Business Media LLC, 2023

Published in: Foundations of Computational Mathematics, 23 (2023) 5, Seite 1781-1815
Chakraborty, Shubhadeep; Shojaie, Ali

Nonparametric Causal Structure Learning in High Dimensions

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MDPI AG, 2022

Published in: Entropy, 24 (2022) 3, Seite 351
Yang, Shuai; Wang, Hao; Yu, Kui; Cao, Fuyuan; Wu, Xindong

Towards Efficient Local Causal Structure Learning

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Institute of Electrical and Electronics Engineers (IEEE), 2021

Published in: IEEE Transactions on Big Data (2021), Seite 1-1
Davis, Zachary J.; Bramley, Neil R.; Rehder, Bob

Causal Structure Learning in Continuous Systems

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Frontiers Media SA, 2020

Published in: Frontiers in Psychology, 11 (2020)

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