„Bayesian Learning“

Suchergebnisse

999 Treffer

• Fair and green hyperparameter optimization via multi-objective and multiple information source Bayesian optimization
  Candelieri, Antonio ; Ponti, Andrea ; Archetti, Francesco
• An Intelligent Bayesian Inference Based Learning Automaton Approach for Traffic Management in Radio Access Network
  Varsha, V. ; Prakash, S. P. Shiva ; Krinkin, Kirill
• PAC-Bayesian Compression Bounds on the Prediction Error of Learning Algorithms for Classification
  Graepel, Thore ; Herbrich, Ralf ; Shawe-Taylor, John
• On Discriminative Bayesian Network Classifiers and Logistic Regression
  Roos, Teemu ; Wettig, Hannes ; Grünwald, Peter ; Myllymäki, Petri ; Tirri, Henry
• Ensemble learning for landslide displacement prediction: A perspective of Bayesian optimization and comparison of different time series analysis methods
  Liu, Leilei ; Yin, Haodong ; Xiao, Ting ; Yang, Beibei ; Lacasse, Suzanne
• VertiBayes: learning Bayesian network parameters from vertically partitioned data with missing values
  Daalen, Florian van ; Ippel, Lianne ; Dekker, Andre ; Bermejo, Inigo
• Active Learning and Bayesian Optimization: A Unified Perspective to Learn with a Goal
  Fiore, Francesco Di ; Nardelli, Michela ; Mainini, Laura
• PheSeq, a Bayesian deep learning model to enhance and interpret the gene-disease association studies
  Yao, Xinzhi ; Ouyang, Sizhuo ; Lian, Yulong ; Peng, Qianqian ; Zhou, Xionghui ; Huang, Feier ; Hu, Xuehai ; Shi, Feng ; Xia, Jingbo
• Multi‐Objective Bayesian Optimization for Laminate‐Inspired Mechanically Reinforced Piezoelectric Self‐Powered Sensing Yarns
  Yang, Ziyue ; Park, Kundo ; Nam, Jisoo ; Cho, Jaewon ; Choi, Yong Jun ; Kim, Yong‐Il ; Kim, Hyeonsoo ; Ryu, Seunghwa ; Kim, Miso
• Hyperparameter tuning of supervised bagging ensemble machine learning model using Bayesian optimization for estimating stormwater quality
  Moeini, Mohammadreza
• Optimization of laser annealing parameters based on bayesian reinforcement learning
  Chang, Chung-Yuan ; Feng, Yen-Wei ; Rawat, Tejender Singh ; Chen, Shih-Wei ; Lin, Albert Shihchun
• An active machine learning approach for optimal design of magnesium alloys using Bayesian optimisation
  Ghorbani, M. ; Boley, M. ; Nakashima, P. N. H. ; Birbilis, N.
• BRL-ETDM: Bayesian reinforcement learning-based explainable threat detection model for industry 5.0 network
  Dey, Arun Kumar ; Gupta, Govind P. ; Sahu, Satya Prakash
• Dynamic Bayesian network structure learning based on an improved bacterial foraging optimization algorithm
  Meng, Guanglei ; Cong, Zelin ; Li, Tingting ; Wang, Chenguang ; Zhou, Mingzhe ; Wang, Biao
• Efficient parameter learning for Bayesian Network classifiers following the Apache Spark Dataframes paradigm
  Akarepis, Ioannis ; Bompotas, Agorakis ; Makris, Christos
• Low-Complexity DOA Estimation Algorithm based on Real-Valued Sparse Bayesian Learning
  Wang, Guan ; Kang, Yong ; Wang, Hui
• Regression – models, methods and applications
  Fahrmeir, Ludwig ; Kneib, Thomas ; Lang, Stefan ; Marx, Brian D. 2021 Springer
• A Bayesian Augmented-Learning framework for spectral uncertainty quantification of incomplete records of stochastic processes
  Chen, Yu ; Patelli, Edoardo ; Edwards, Benjamin ; Beer, Michael 2023 Gottfried Wilhelm Leibniz Universität Hannover
• Bernstein flows for flexible posteriors in variational Bayes
  Dürr, Oliver ; Hörtling, Stefan ; Dold, Daniel ; Kovylov, Ivonne ; Sick, Beate 2024 HTWG Konstanz
• Integration of Multicomplex‐Based Pharmacophore Modeling and Molecular Docking in Machine Learning‐Based Virtual Screening: Toward the Discovery of Novel PI3K Inhibitors
  Qiu, Shuo ; Jia, Lei ; Yuan, Shiru ; Cai, Yanfei ; Chen, Yun ; Jin, Jian ; Xu, Lei ; Yu, Li ; Zhu, Jingyu