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1Scale Reliant Inference
M. Nixon, K. McGovern, J. Letourneau, L. David, N. Lazar, S. Mukherjee, and J. Silverman. (2024)
a month ago by @scadsfct
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1Bayesian Multinomial Logistic Normal Models through Marginally Latent Matrix-T Processes
J. Silverman, K. Roche, Z. Holmes, L. David, and S. Mukherjee. Journal of Machine Learning Research, 23 (7): 1--42 (2022)
a month ago by @scadsfct
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1Bayesian Non-Parametric Factor Analysis for Longitudinal Spatial Surfaces
S. Berchuck, M. Janko, F. Medeiros, W. Pan, and S. Mukherjee. (2019)
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1Second-order Confidence in Supervaluationism
J. Karge. Journal for General Philosophy of Science, (July 2023)
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1Vagueness in Predicates and Objects
B. Bennett, and L. Álvarez. Proceedings of the 13th International Conference on Formal Ontology in Information Systems, FOIS 2023, (2023)
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1Leveraging Machine Learning to Predict the Autoconversion Rates from Satellite Data
M. Novitasari, J. Quaas, and M. Rodrigues. NeurIPS 2021 Workshop on Tackling Climate Change with Machine Learning, (2021)
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1Tools for Landscape Analysis of Optimisation Problems in Procedural Content Generation for Games
V. Volz, B. Naujoks, P. Kerschke, and T. Tušar. Applied Soft Computing, (2023)
a month ago by @scadsfct
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Exploratory_Landscape_Analysis
Mario_level_generation
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Exploratory_Landscape_AnalysisMario_level_generationOptimisationSearch-based_procedural_content_generation
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1Orientation of Fitch Graphs and Detection of Horizontal Gene Transfer in Gene Trees
D. Schaller, M. Hellmuth, and P. Stadler. (2021)
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1Efficient eigenvalue counts for tree-like networks
G. Guzman, P. Stadler, and A. Fujita. Journal of Complex Networks, 10 (5): cnac040 (August 2022)\_eprint: https://academic.oup.com/comnet/article-pdf/10/5/cnac040/45499049/cnac040.pdf.
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1How Many Directions Determine a Shape and other Sufficiency Results for Two Topological Transforms
J. Curry, S. Mukherjee, and K. Turner. (2021)
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1Unstable cores are the source of instability in chemical reaction networks
N. Vassena, and P. Stadler. Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences, 480 (2285): 20230694 (2024)
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1Notation3 as an Existential Rule Language
D. Arndt, and S. Mennicke. Rules and Reasoning - 7th International Joint Conference on Rules and Reasoning, RuleML+RR 2023, Proceedings, Springer, (October 2023)
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1On Over-Squashing in Message Passing Neural Networks: The Impact of Width, Depth, and Topology
F. Giovanni, L. Giusti, F. Barbero, G. Luise, P. Lio', and M. Bronstein. (2023)
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1Neural Networks as Black-Box Benchmark Functions Optimized for Exploratory Landscape Features
{. Prager, K. Dietrich, L. Schneider, L. Schäpermeier, B. Bischl, P. Kerschke, H. Trautmann, and O. Mersmann. FOGA 2023, page 129--139. United States, Association for Computing Machinery, (Aug 30, 2023)Publisher Copyright: © 2023 ACM.; 17th ACM/SIGEVO Conference on Foundations of Genetic Algorithms, FOGA 2023, FOGA 2023 ; Conference date: 30-08-2023 Through 01-09-2023.
a month ago by @scadsfct
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2024_OA_procedure
Benchmarking
Black-box_continuous_optimization
Exploratory_landscape_analysis
Instance_generator
Neural_networks
2024_OA_procedureBenchmarkingBlack-box_continuous_optimizationExploratory_landscape_analysisInstance_generatorNeural_networks
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1Deep-ELA: Deep Exploratory Landscape Analysis with Self-Supervised Pretrained Transformers for Single- and Multi-Objective Continuous Optimization Problems
M. Seiler, P. Kerschke, and H. Trautmann. (2024)
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1Geometry of Data
P. Joharinad, and J. Jost. (2022)
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1Dancing to the State of the Art? How Candidate Lists Influence LKH for Solving the Traveling Salesperson Problem
J. Heins, L. Schäpermeier, P. Kerschke, and D. Whitley. (2024)
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1Fuzzy simplicial sets and their application to geometric data analysis
L. Barth, Fatemeh, Fahimi, P. Joharinad, J. Jost, J. Keck, and T. Mikhail. (2024)
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1Marine cloud base height retrieval from MODIS cloud properties using machine learning
J. Lenhardt, J. Quaas, and D. Sejdinovic. Atmospheric Measurement Techniques, (2024)
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1A Bayesian hierarchical model to estimate DNA methylation conservation in colorectal tumors
K. Murgas, Y. Ma, L. Shahidi, S. Mukherjee, A. Allen, D. Shibata, and M. Ryser. Bioinformatics, 38 (1): 22--29 (September 2021)
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PUMA

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publications (hide)1315
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1Scale Reliant Inference

1Bayesian Multinomial Logistic Normal Models through Marginally Latent Matrix-T Processes

1Bayesian Non-Parametric Factor Analysis for Longitudinal Spatial Surfaces

1Second-order Confidence in Supervaluationism

1Vagueness in Predicates and Objects

1Leveraging Machine Learning to Predict the Autoconversion Rates from Satellite Data

1Tools for Landscape Analysis of Optimisation Problems in Procedural Content Generation for Games

1Orientation of Fitch Graphs and Detection of Horizontal Gene Transfer in Gene Trees

1Efficient eigenvalue counts for tree-like networks

1How Many Directions Determine a Shape and other Sufficiency Results for Two Topological Transforms

1Unstable cores are the source of instability in chemical reaction networks

1Notation3 as an Existential Rule Language

1On Over-Squashing in Message Passing Neural Networks: The Impact of Width, Depth, and Topology

1Neural Networks as Black-Box Benchmark Functions Optimized for Exploratory Landscape Features

1Deep-ELA: Deep Exploratory Landscape Analysis with Self-Supervised Pretrained Transformers for Single- and Multi-Objective Continuous Optimization Problems

1Geometry of Data

1Dancing to the State of the Art? How Candidate Lists Influence LKH for Solving the Traveling Salesperson Problem

1Fuzzy simplicial sets and their application to geometric data analysis

1Marine cloud base height retrieval from MODIS cloud properties using machine learning

1A Bayesian hierarchical model to estimate DNA methylation conservation in colorectal tumors

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