Papers
Bayesian Leave-One-Out Cross-Validation Approximations for Gaussian Latent Variable Models
Aki Vehtari, Tommi Mononen, Ville Tolvanen et al.
Bayesian Markov Blanket Estimation
Dinu Kaufmann, Sonali Parbhoo, Aleksander Wieczorek et al.
Bayesian Modeling in Speech Motor Control: A Principled Structure for the Integration of Various Constraints
Jean-François Patri, Pascal Perrier, Julien Diard
Bayesian Networks: a Combined Tuning Heuristic
Janneke H. Bolt
Bayesian Networks for Variable Groups
Pekka Parviainen, Samuel Kaski
Bayesian Nonparametric Collaborative Topic Poisson Factorization for Electronic Health Records-Based Phenotyping
Wonsung Lee, Youngmin Lee, Heeyoung Kim et al.
Bayesian Nonparametric Kernel-Learning
Junier B. Oliva, Avinava Dubey, Andrew G. Wilson et al.
Bayesian optimization for automated model selection
Gustavo Malkomes, Chip Schaff, Roman Garnett
Bayesian optimization for automated model selection
Gustavo Malkomes, Charles Schaff, Roman Garnett
Bayesian Optimization for Likelihood-Free Inference of Simulator-Based Statistical Models
Michael U. Gutmann, Jukka Corander
Bayesian Optimization for Probabilistic Programs
Tom Rainforth, Tuan Anh Le, Jan-Willem van de Meent et al.
Bayesian Optimization of Partition Layouts for Mondrian Processes
Yi Wang, Bin Li, Xuhui Fan et al.
Bayesian optimization under mixed constraints with a slack-variable augmented Lagrangian
Victor Picheny, Robert B. Gramacy, Stefan Wild et al.
Bayesian Optimization with a Finite Budget: An Approximate Dynamic Programming Approach
Remi Lam, Karen Willcox, David H. Wolpert
Bayesian Optimization with Robust Bayesian Neural Networks
Jost Tobias Springenberg, Aaron Klein, Stefan Falkner et al.
Bayesian Poisson Tucker Decomposition for Learning the Structure of International Relations
Aaron Schein, Mingyuan Zhou, David Blei et al.
Bayesian Policy Gradient and Actor-Critic Algorithms
Mohammad Ghavamzadeh, Yaakov Engel, Michal Valko
Bayesian Probabilistic Multi-Topic Matrix Factorization for Rating Prediction
Keqiang Wang, Wayne Xin Zhao, Hongwei Peng et al.
Bayesian Reinforcement Learning with Behavioral Feedback
Teakgyu Hong, Jongmin Lee, Kee-Eung Kim et al.
Bayesian Supervised Domain Adaptation for Short Text Similarity
Md Arafat Sultan, Jordan Boyd-Graber, Tamara Sumner
Bayesian Torrent Classification by File Name and Size Only
Eugene Dementiev, Norman Fenton
Bayes-Optimal Effort Allocation in Crowdsourcing: Bounds and Index Policies
Weici Hu, Peter Frazier
BayesPy: Variational Bayesian Inference in Python
Jaakko Luttinen
BeamSpy: Enabling Robust 60 GHz Links Under Blockage
Sanjib Sur, Xinyu Zhang, Parmesh Ramanathan et al.
2016
NSDI