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Bayesian Inference

4,821 papers

Papers per year

Papers

Bayesian Uncertainty Matching for Unsupervised Domain Adaptation IJCAI 2019
High Dimensional Bayesian Optimization via Supervised Dimension Reduction IJCAI 2019
Efficient Non-parametric Bayesian Hawkes Processes IJCAI 2019
Data Poisoning against Differentially-Private Learners: Attacks and Defenses IJCAI 2019
Heterogeneous Gaussian Mechanism: Preserving Differential Privacy in Deep Learning with Provable Robustness IJCAI 2019
Principal Component Analysis in the Local Differential Privacy Model IJCAI 2019
BAYHENN: Combining Bayesian Deep Learning and Homomorphic Encryption for Secure DNN Inference IJCAI 2019
On Privacy Protection of Latent Dirichlet Allocation Model Training IJCAI 2019
Bayesian Inference of Linear Temporal Logic Specifications for Contrastive Explanations IJCAI 2019
Statistical Guarantees for the Robustness of Bayesian Neural Networks IJCAI 2019
Lifted Message Passing for Hybrid Probabilistic Inference IJCAI 2019
Bayesian Parameter Estimation for Nonlinear Dynamics Using Sensitivity Analysis IJCAI 2019
Thompson Sampling on Symmetric Alpha-Stable Bandits IJCAI 2019
Hyper-parameter Tuning under a Budget Constraint IJCAI 2019
Cutset Bayesian Networks: A New Representation for Learning Rao-Blackwellised Graphical Models IJCAI 2019
Ranked Programming IJCAI 2019
Safe Contextual Bayesian Optimization for Sustainable Room Temperature PID Control Tuning IJCAI 2019
Trust Dynamics and Transfer across Human-Robot Interaction Tasks: Bayesian and Neural Computational Models IJCAI 2019
The pywmi Framework and Toolbox for Probabilistic Inference using Weighted Model Integration IJCAI 2019
Uncover the Ground-Truth Relations in Distant Supervision: A Neural Expectation-Maximization Framework IJCNLP 2019
Latent Part-of-Speech Sequences for Neural Machine Translation IJCNLP 2019
Improving Back-Translation with Uncertainty-based Confidence Estimation IJCNLP 2019
A Bayesian Approach for Sequence Tagging with Crowds IJCNLP 2019
Dirichlet Latent Variable Hierarchical Recurrent Encoder-Decoder in Dialogue Generation IJCNLP 2019
uniblock: Scoring and Filtering Corpus with Unicode Block Information IJCNLP 2019