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Publications at "PGM"( http://dblp.L3S.de/Venues/PGM )

URL (DBLP): http://dblp.uni-trier.de/db/conf/pgm

Publication years (Num. hits)
2018 (47) 2020 (60) 2022 (38)
Publication types (Num. hits)
inproceedings(142) proceedings(3)
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PGM(145)
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Found 145 publication records. Showing 145 according to the selection in the facets
Hits ? Authors Title Venue Year Link Author keywords
1Carlos Villa-Blanco, Alessandro Bregoli, Concha Bielza, Pedro Larrañaga, Fabio Stella Structure learning algorithms for multidimensional continuous-time Bayesian network classifiers. Search on Bibsonomy PGM The full citation details ... 2022 DBLP  BibTeX  RDF
1Jelin Leslin, Antti Hyttinen, Karthekeyan Periasamy, Lingyun Yao, Martin Trapp 0001, Martin Andraud A Hardware Perspective to Evaluating Probabilistic Circuits. Search on Bibsonomy PGM The full citation details ... 2022 DBLP  BibTeX  RDF
1Verónica Rodríguez-López, Luis Enrique Sucar Knowledge transfer for learning subject-specific causal models. Search on Bibsonomy PGM The full citation details ... 2022 DBLP  BibTeX  RDF
1Swaraj Pawar, Prashant Doshi Anytime Learning of Sum-Product and Sum-Product-Max Networks. Search on Bibsonomy PGM The full citation details ... 2022 DBLP  BibTeX  RDF
1Athresh Karanam, Saurabh Mathur 0002, Predrag Radivojac, David M. Haas, Kristian Kersting, Sriraam Natarajan Explaining Deep Tractable Probabilistic Models: The sum-product network case. Search on Bibsonomy PGM The full citation details ... 2022 DBLP  BibTeX  RDF
1Marco Zaffalon, Alessandro Antonucci 0001, Rafael Cabañas 0001, David Huber 0001, Dario Azzimonti Bounding Counterfactuals under Selection Bias. Search on Bibsonomy PGM The full citation details ... 2022 DBLP  BibTeX  RDF
1Thijs van Ommen, Mathias Drton Graphical Representations for Algebraic Constraints of Linear Structural Equations Models. Search on Bibsonomy PGM The full citation details ... 2022 DBLP  BibTeX  RDF
1Enrico Giudice, Jack Kuipers, Giusi Moffa The Dual PC Algorithm for Structure Learning. Search on Bibsonomy PGM The full citation details ... 2022 DBLP  BibTeX  RDF
1Anders L. Madsen, Kristian G. Olesen, Frank Jensen, Per Henriksen, Thomas Mulvad Larsen, Jørn Munkhof Møller Online Updating of Conditional Linear Gaussian Bayesian Networks. Search on Bibsonomy PGM The full citation details ... 2022 DBLP  BibTeX  RDF
1Rafael Ballester-Ripoll, Manuele Leonelli You Only Derive Once (YODO): Automatic Differentiation for Efficient Sensitivity Analysis in Bayesian Networks. Search on Bibsonomy PGM The full citation details ... 2022 DBLP  BibTeX  RDF
1Manuele Leonelli, Gherardo Varando Highly Efficient Structural Learning of Sparse Staged Trees. Search on Bibsonomy PGM The full citation details ... 2022 DBLP  BibTeX  RDF
1Bart van Erp, Bert de Vries Online Single-Microphone Source Separation using Non-Linear Autoregressive Models. Search on Bibsonomy PGM The full citation details ... 2022 DBLP  BibTeX  RDF
1Tianle Yang, Joe Suzuki The Functional LiNGAM. Search on Bibsonomy PGM The full citation details ... 2022 DBLP  BibTeX  RDF
1Zhennan Wu, Roni Khardon Approximate Inference for Stochastic Planning in Factored Spaces. Search on Bibsonomy PGM The full citation details ... 2022 DBLP  BibTeX  RDF
1Shouta Sugahara, Wakaba Kishida, Koya Kato, Maomi Ueno Recursive autonomy identification-based learning of augmented naive Bayes classifiers. Search on Bibsonomy PGM The full citation details ... 2022 DBLP  BibTeX  RDF
1Peter Strong, Jim Q. Smith Bayesian Model Averaging of Chain Event Graphs for Robust Explanatory Modelling. Search on Bibsonomy PGM The full citation details ... 2022 DBLP  BibTeX  RDF
1Arquímides Méndez-Molina, Eduardo F. Morales 0001, Luis Enrique Sucar Causal Discovery and Reinforcement Learning: A Synergistic Integration. Search on Bibsonomy PGM The full citation details ... 2022 DBLP  BibTeX  RDF
1Iván Pérez 0006, Jirí Vomlel On the rank of 2×2×2 probability tables. Search on Bibsonomy PGM The full citation details ... 2022 DBLP  BibTeX  RDF
1Alex Markham, Danai Deligeorgaki, Pratik Misra, Liam Solus A Transformational Characterization of Unconditionally Equivalent Bayesian Networks. Search on Bibsonomy PGM The full citation details ... 2022 DBLP  BibTeX  RDF
1Johan Kwisthout Speeding up approximate MAP by applying domain knowledge about relevant variables. Search on Bibsonomy PGM The full citation details ... 2022 DBLP  BibTeX  RDF
1Marco Scutari, Christopher Marquis, Laura Azzimonti Using Mixed-Effects Models to Learn Bayesian Networks from Related Data Sets. Search on Bibsonomy PGM The full citation details ... 2022 DBLP  BibTeX  RDF
1Mariana Vargas Vieyra Robust Estimation of Laplacian Constrained Gaussian Graphical Models with Trimmed Non-convex Regularization. Search on Bibsonomy PGM The full citation details ... 2022 DBLP  BibTeX  RDF
1Anders L. Madsen, S. Jannicke Moe, Thomas Braunbeck, Kristin A. Connors, Michelle Embry, Kristin Schirmer, Stefan Scholz, Raoul Wolf, Adam A. Lillicrap A Decision Support System to Predict Acute Fish Toxicity. Search on Bibsonomy PGM The full citation details ... 2022 DBLP  BibTeX  RDF
1Marcel Gehrke, Ralf Möller 0001, Tanya Braun Who did it? Identifying the Most Likely Origins of Events. Search on Bibsonomy PGM The full citation details ... 2022 DBLP  BibTeX  RDF
1Pierre Gillot, Pekka Parviainen Convergence of Feedback Arc Set-Based Heuristics for Linear Structural Equation Models. Search on Bibsonomy PGM The full citation details ... 2022 DBLP  BibTeX  RDF
1Barry R. Cobb Limited Memory Influence Diagrams for Attribute Statistical Process Control with Variable Sample Sizes. Search on Bibsonomy PGM The full citation details ... 2022 DBLP  BibTeX  RDF
1Antonio Salmerón, Rafael Rumí (eds.) International Conference on Probabilistic Graphical Models, PGM 2022, 5-7 October 2022, Almería, Spain. Search on Bibsonomy PGM The full citation details ... 2022 DBLP  BibTeX  RDF
1Silja Renooij Relevance for Robust Bayesian Network MAP-Explanations. Search on Bibsonomy PGM The full citation details ... 2022 DBLP  BibTeX  RDF
1Antonio Salmerón, Helge Langseth, Andrés R. Masegosa, Thomas D. Nielsen A Reparameterization of Mixtures of Truncated Basis Functions and its Applications. Search on Bibsonomy PGM The full citation details ... 2022 DBLP  BibTeX  RDF
1Jorge Casajús-Setién, Concha Bielza, Pedro Larrañaga Evolutive Adversarially-Trained Bayesian Network Autoencoder for Interpretable Anomaly Detection. Search on Bibsonomy PGM The full citation details ... 2022 DBLP  BibTeX  RDF
1Charupriya Sharma, Peter van Beek Scalable Bayesian Network Structure Learning with Splines. Search on Bibsonomy PGM The full citation details ... 2022 DBLP  BibTeX  RDF
1Christophe Gonzales, Axel Journe, Ahmed Mabrouk A Hybrid Algorithm for Learning Causal Networks using Uncertain Experts' Knowledge. Search on Bibsonomy PGM The full citation details ... 2022 DBLP  BibTeX  RDF
1Alberto Roverato, Dung Ngoc Nguyen Model inclusion lattice of coloured Gaussian graphical models for paired data. Search on Bibsonomy PGM The full citation details ... 2022 DBLP  BibTeX  RDF
1Juan C. Alfaro, Juan A. Aledo, José A. Gámez 0001 Integrating Bayesian network classifiers to deal with the partial label ranking problem. Search on Bibsonomy PGM The full citation details ... 2022 DBLP  BibTeX  RDF
1Hans L. Bodlaender, Nils Donselaar, Johan Kwisthout Parameterized Completeness Results for Bayesian Inference. Search on Bibsonomy PGM The full citation details ... 2022 DBLP  BibTeX  RDF
1Enrique Valero-Leal, Pedro Larrañaga, Concha Bielza Interpreting Time-Varying Dynamic Bayesian Networks for Earth Climate Modelling. Search on Bibsonomy PGM The full citation details ... 2022 DBLP  BibTeX  RDF
1Frantisek Kratochvíl, Václav Kratochvíl, Jirí Vomlel Learning Noisy-Or Networks with an Application in Linguistics. Search on Bibsonomy PGM The full citation details ... 2022 DBLP  BibTeX  RDF
1Kiattikun Chobtham, Anthony C. Constantinou Discovery and density estimation of latent confounders in Bayesian networks with evidence lower bound. Search on Bibsonomy PGM The full citation details ... 2022 DBLP  BibTeX  RDF
1Karine Chubarian, György Turán Approximating bounded tree-width Bayesian network classifiers with OBDD. Search on Bibsonomy PGM The full citation details ... 2020 DBLP  BibTeX  RDF
1Xiufan Yu, Karthikeyan Shanmugam, Debarun Bhattacharjya, Tian Gao, Dharmashankar Subramanian, Lingzhou Xue Hawkesian Graphical Event Models. Search on Bibsonomy PGM The full citation details ... 2020 DBLP  BibTeX  RDF
1Nandini Ramanan, Mayukh Das, Kristian Kersting, Sriraam Natarajan Discriminative Non-Parametric Learning of Arithmetic Circuits. Search on Bibsonomy PGM The full citation details ... 2020 DBLP  BibTeX  RDF
1Verónica Rodríguez-López, Luis Enrique Sucar Knowledge Transfer for Learning Markov Equivalence Classes. Search on Bibsonomy PGM The full citation details ... 2020 DBLP  BibTeX  RDF
1Fabrizio Ventola, Karl Stelzner, Alejandro Molina 0001, Kristian Kersting Residual Sum-Product Networks. Search on Bibsonomy PGM The full citation details ... 2020 DBLP  BibTeX  RDF
1Linda C. van der Gaag, Silja Renooij, Alessandro Facchini Building Causal Interaction Models by Recursive Unfolding. Search on Bibsonomy PGM The full citation details ... 2020 DBLP  BibTeX  RDF
1Rafael Cabañas 0001, Alessandro Antonucci 0001, David Huber 0001, Marco Zaffalon CREDICI: A Java Library for Causal Inference by Credal Networks. Search on Bibsonomy PGM The full citation details ... 2020 DBLP  BibTeX  RDF
1Cory J. Butz, Jhonatan de S. Oliveira, Robert Peharz Sum-Product Network Decompilation. Search on Bibsonomy PGM The full citation details ... 2020 DBLP  BibTeX  RDF
1Gaspard Ducamp, Philippe Bonnard, Anthony Nouy, Pierre-Henri Wuillemin An Efficient Low-Rank Tensors Representation for Algorithms in Complex Probabilistic Graphical Models. Search on Bibsonomy PGM The full citation details ... 2020 DBLP  BibTeX  RDF
1Jonathan Serrano-Pérez, Luis Enrique Sucar PGM_PyLib: A Toolkit for Probabilistic Graphical Models in Python. Search on Bibsonomy PGM The full citation details ... 2020 DBLP  BibTeX  RDF
1Evan Dufraisse, Philippe Leray 0001, Raphaël Nedellec, Tarek Benkhelif Interactive Anomaly Detection in Mixed Tabular Data using Bayesian Networks. Search on Bibsonomy PGM The full citation details ... 2020 DBLP  BibTeX  RDF
1Kari Rantanen, Antti Hyttinen, Matti Järvisalo Learning Optimal Cyclic Causal Graphs from Interventional Data. Search on Bibsonomy PGM The full citation details ... 2020 DBLP  BibTeX  RDF
1Veronica Tozzo, Davide Garbarino, Annalisa Barla Missing Values in Multiple Joint Inference of Gaussian Graphical Models. Search on Bibsonomy PGM The full citation details ... 2020 DBLP  BibTeX  RDF
1Rafael Cabañas 0001, Javier Cózar, Antonio Salmerón, Andrés R. Masegosa Probabilistic Graphical Models with Neural Networks in InferPy. Search on Bibsonomy PGM The full citation details ... 2020 DBLP  BibTeX  RDF
1Laura Azzimonti, Giorgio Corani, Marco Scutari Structure Learning from Related Data Sets with a Hierarchical Bayesian Score. Search on Bibsonomy PGM The full citation details ... 2020 DBLP  BibTeX  RDF
1David Huber 0001, Rafael Cabañas 0001, Alessandro Antonucci 0001, Marco Zaffalon CREMA: A Java Library for Credal Network Inference. Search on Bibsonomy PGM The full citation details ... 2020 DBLP  BibTeX  RDF
1Wolfgang Roth, Franz Pernkopf Differentiable TAN Structure Learning for Bayesian Network Classifiers. Search on Bibsonomy PGM The full citation details ... 2020 DBLP  BibTeX  RDF
1Radim Jirousek On a possibility of gradual model-learning. Search on Bibsonomy PGM The full citation details ... 2020 DBLP  BibTeX  RDF
1Pierre Clavier, Olivier Bouaziz, Grégory Nuel Gaussian Sum-Product Networks Learning in the Presence of Interval Censored Data. Search on Bibsonomy PGM The full citation details ... 2020 DBLP  BibTeX  RDF
1Konrad P. Mielke, Tom Claassen, Mark A. J. Huijbregts, Aafke M. Schipper, Tom M. Heskes Discovering cause-effect relationships in spatial systems with a known direction based on observational data. Search on Bibsonomy PGM The full citation details ... 2020 DBLP  BibTeX  RDF
1Tomás Pevný, Václav Smídl, Martin Trapp, Ondrej Polácek, Tomás Oberhuber Sum-Product-Transform Networks: Exploiting Symmetries using Invertible Transformations. Search on Bibsonomy PGM The full citation details ... 2020 DBLP  BibTeX  RDF
1Alex Markham, Aditya Chivukula, Moritz Grosse-Wentrup MeDIL: A Python Package for Causal Modelling. Search on Bibsonomy PGM The full citation details ... 2020 DBLP  BibTeX  RDF
1Konstantina Biza, Ioannis Tsamardinos, Sofia Triantafillou Tuning Causal Discovery Algorithms. Search on Bibsonomy PGM The full citation details ... 2020 DBLP  BibTeX  RDF
1Alessandro Bregoli, Marco Scutari, Fabio Stella Constraing-Based Learning for Continous-Time Bayesian Networks. Search on Bibsonomy PGM The full citation details ... 2020 DBLP  BibTeX  RDF
1Thomas D. Nielsen, Manfred Jaeger Preface. Search on Bibsonomy PGM The full citation details ... 2020 DBLP  BibTeX  RDF
1Jos van de Wolfshaar, Andrzej Pronobis Deep Generalized Convolutional Sum-Product Networks. Search on Bibsonomy PGM The full citation details ... 2020 DBLP  BibTeX  RDF
1Milan Studený, James Cussens, Václav Kratochvíl Dual Formulation of the Chordal Graph Conjecture. Search on Bibsonomy PGM The full citation details ... 2020 DBLP  BibTeX  RDF
1Fan Ding, Yexiang Xue Contrastive Divergence Learning with Chained Belief Propagation. Search on Bibsonomy PGM The full citation details ... 2020 DBLP  BibTeX  RDF
1Manfred Jaeger, Thomas Dyhre Nielsen (eds.) International Conference on Probabilistic Graphical Models, PGM 2020, 23-25 September 2020, Aalborg, Hotel Comwell Rebild Bakker, Skørping, Denmark. Search on Bibsonomy PGM The full citation details ... 2020 DBLP  BibTeX  RDF
1Luis E. Ortiz, Boshen Wang, Ze Gong Correlated Equilibria for Approximate Variational Inference in MRFs. Search on Bibsonomy PGM The full citation details ... 2020 DBLP  BibTeX  RDF
1Topi Talvitie, Pekka Parviainen Learning Bayesian Networks with Cops and Robbers. Search on Bibsonomy PGM The full citation details ... 2020 DBLP  BibTeX  RDF
1Tjebbe Bodewes, Marco Scutari Identifiability and Consistency of Bayesian Network Structure Learning from Incomplete Data. Search on Bibsonomy PGM The full citation details ... 2020 DBLP  BibTeX  RDF
1Anders L. Madsen, Kristian G. Olesen, Heidi Lynge Løvschall, Nicolaj Søndberg-Jeppesen, Frank Jensen, Morten Lindblad, Mads Lause Mogensen, Trine Søby Christensen Prediction of High Risk of Deviations in Home Care Deliveries. Search on Bibsonomy PGM The full citation details ... 2020 DBLP  BibTeX  RDF
1Pierre Gillot, Pekka Parviainen Scalable Bayesian Network Structure Learning via Maximum Acyclic Subgraph. Search on Bibsonomy PGM The full citation details ... 2020 DBLP  BibTeX  RDF
1Mattis Hartwig, Ralf Möller 0001 Lifted Query Answering in Gaussian Bayesian Networks. Search on Bibsonomy PGM The full citation details ... 2020 DBLP  BibTeX  RDF
1Shouta Sugahara, Itsuki Aomi, Maomi Ueno Bayesian Network Model Averaging Classifiers by Subbagging. Search on Bibsonomy PGM The full citation details ... 2020 DBLP  BibTeX  RDF
1Kiattikun Chobtham, Anthony C. Constantinou Bayesian network structure learning with causal effects in the presence of latent variables. Search on Bibsonomy PGM The full citation details ... 2020 DBLP  BibTeX  RDF
1Yizuo Chen, Arthur Choi, Adnan Darwiche Supervised Learning with Background Knowledge. Search on Bibsonomy PGM The full citation details ... 2020 DBLP  BibTeX  RDF
1Cong Chen, Jiaqi Yang 0007, Chao Chen 0012, Changhe Yuan Solving Multiple Inference by Minimizing Expected Loss. Search on Bibsonomy PGM The full citation details ... 2020 DBLP  BibTeX  RDF
1Yujia Shen, Arthur Choi, Adnan Darwiche A New Perspective on Learning Context-Specific Independence. Search on Bibsonomy PGM The full citation details ... 2020 DBLP  BibTeX  RDF
1Denis Deratani Mauá, Heitor Ribeiro Reis, Gustavo Perez Katague, Alessandro Antonucci 0001 Two Reformulation Approaches to Maximum-A-Posteriori Inference in Sum-Product Networks. Search on Bibsonomy PGM The full citation details ... 2020 DBLP  BibTeX  RDF
1Anders L. Madsen, Kristian G. Olesen, Jørn Munkhof Møller, Nicolaj Søndberg-Jeppesen, Frank Jensen, Thomas Mulvad Larsen, Per Henriksen, Morten Lindblad, Trine Søby Christensen A Software System for Predicting Patient Flow at the Emergency Department of Aalborg University Hospital. Search on Bibsonomy PGM The full citation details ... 2020 DBLP  BibTeX  RDF
1George Orfanides, Aritz Pérez Learning decomposable models by coarsening. Search on Bibsonomy PGM The full citation details ... 2020 DBLP  BibTeX  RDF
1Cen Wan, Alex Alves Freitas Hierarchical Dependency Constrained Averaged One-Dependence Estimators Classifiers for Hierarchical Feature Spaces. Search on Bibsonomy PGM The full citation details ... 2020 DBLP  BibTeX  RDF
1Cassio P. de Campos Almost No News on the Complexity of MAP in Bayesian Networks. Search on Bibsonomy PGM The full citation details ... 2020 DBLP  BibTeX  RDF
1Teny Handhayani, James Cussens Kernel-based Approach for Learning Causal Graphs from Mixed Data. Search on Bibsonomy PGM The full citation details ... 2020 DBLP  BibTeX  RDF
1Linda C. van der Gaag, Janneke H. Bolt Poset Representations for Sets of Elementary Triplets. Search on Bibsonomy PGM The full citation details ... 2020 DBLP  BibTeX  RDF
1Xiaoting Shao, Alejandro Molina 0001, Antonio Vergari, Karl Stelzner, Robert Peharz, Thomas Liebig, Kristian Kersting Conditional Sum-Product Networks: Imposing Structure on Deep Probabilistic Architectures. Search on Bibsonomy PGM The full citation details ... 2020 DBLP  BibTeX  RDF
1Marco Zaffalon, Alessandro Antonucci 0001, Rafael Cabañas 0001 Structural Causal Models Are (Solvable by) Credal Networks. Search on Bibsonomy PGM The full citation details ... 2020 DBLP  BibTeX  RDF
1Nikolas Bernaola, Mario Michiels, Concha Bielza, Pedro Larrañaga BayesSuites: An Open Web Framework for Visualization of Massive Bayesian Networks. Search on Bibsonomy PGM The full citation details ... 2020 DBLP  BibTeX  RDF
1Gaspard Ducamp, Christophe Gonzales, Pierre-Henri Wuillemin aGrUM/pyAgrum : a toolbox to build models and algorithms for Probabilistic Graphical Models in Python. Search on Bibsonomy PGM The full citation details ... 2020 DBLP  BibTeX  RDF
1Nazanin Khosravani Tehrani, Nimar S. Arora, Yucen Lily Li, Kinjal Divesh Shah, David Noursi, Michael Tingley, Narjes Torabi, Sepehr Masouleh, Eric Lippert, Erik Meijer 0001 Bean Machine: A Declarative Probabilistic Programming Language For Efficient Programmable Inference. Search on Bibsonomy PGM The full citation details ... 2020 DBLP  BibTeX  RDF
1Aditi Shenvi, Jim Q. Smith Constructing a Chain Event Graph from a Staged Tree. Search on Bibsonomy PGM The full citation details ... 2020 DBLP  BibTeX  RDF
1James Cussens GOBNILP: Learning Bayesian network structure with integer programming. Search on Bibsonomy PGM The full citation details ... 2020 DBLP  BibTeX  RDF
1Ondrej Kuzelka, Vyacheslav Kungurtsev, Yuyi Wang 0001 Lifted Weight Learning of Markov Logic Networks (Revisited One More Time). Search on Bibsonomy PGM The full citation details ... 2020 DBLP  BibTeX  RDF
1Meihua Dang, Antonio Vergari, Guy Van den Broeck Strudel: Learning Structured-Decomposable Probabilistic Circuits. Search on Bibsonomy PGM The full citation details ... 2020 DBLP  BibTeX  RDF
1Nils Finke, Marcel Gehrke, Tanya Braun, Tristan Potten, Ralf Möller 0001 Investigating Matureness of Probabilistic Graphical Models for Dry-Bulk Shipping. Search on Bibsonomy PGM The full citation details ... 2020 DBLP  BibTeX  RDF
1Cong Chen, Changhe Yuan, Chao Chen Efficient Heuristic Search for M-Modes Inference. Search on Bibsonomy PGM The full citation details ... 2020 DBLP  BibTeX  RDF
1Charupriya Sharma, Zhenyu A. Liao, James Cussens, Peter van Beek A Score-and-Search Approach to Learning Bayesian Networks with Noisy-OR Relations. Search on Bibsonomy PGM The full citation details ... 2020 DBLP  BibTeX  RDF
1David Kinney, David S. Watson Causal Feature Learning for Utility-Maximizing Agents. Search on Bibsonomy PGM The full citation details ... 2020 DBLP  BibTeX  RDF
1Manxia Liu, Fabio Stella, Arjen Hommersom, Peter J. F. Lucas Making Continuous Time Bayesian Networks More Flexible. Search on Bibsonomy PGM The full citation details ... 2018 DBLP  BibTeX  RDF
1Jose M. Peña 0001 Unifying DAGs and UGs. Search on Bibsonomy PGM The full citation details ... 2018 DBLP  BibTeX  RDF
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