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Bayesian Inference

518 directly classified papers

Papers per year

Papers

Comparing Symbolic Models of Language via Bayesian Inference (Student Abstract) AAAI 2021
Dynamic Probabilistic Graph Convolution for Facial Action Unit Intensity Estimation CVPR 2021
Online Learning of a Probabilistic and Adaptive Scene Representation CVPR 2021
Circles are like Ellipses, or Ellipses are like Circles? Measuring the Degree of Asymmetry of Static and Contextual Word Embeddings and the Implications to Representation Learning AAAI 2021
Understanding the Properties of Minimum Bayes Risk Decoding in Neural Machine Translation ACL 2021
Efficient Bayesian Network Structure Learning via Parameterized Local Search on Topological Orderings AAAI 2021
Bayesian Distributional Policy Gradients AAAI 2021
Asynchronous $ε$-Greedy Bayesian Optimisation UAI 2021
Efficient debiased evidence estimation by multilevel Monte Carlo sampling UAI 2021
Bayes-TrEx: a Bayesian Sampling Approach to Model Transparency by Example AAAI 2021
Opponent Hand Estimation in the Game of Gin Rummy AAAI 2021
Vector Quantized Bayesian Neural Network Inference for Data Streams AAAI 2021
Evaluation Examples are not Equally Informative: How should that change NLP Leaderboards? ACL 2021
Tracking Disease Outbreaks from Sparse Data with Bayesian Inference AAAI 2021
Locally Most Powerful Bayesian Test for Out-of-Distribution Detection using Deep Generative Models NIPS 2021
Graph Posterior Network: Bayesian Predictive Uncertainty for Node Classification NIPS 2021
Bayesian Bellman Operators NIPS 2021
A sampling-based circuit for optimal decision making NIPS 2021
Fine-Grained Zero-Shot Learning with DNA as Side Information NIPS 2021
Decentralized Stochastic Gradient Langevin Dynamics and Hamiltonian Monte Carlo JMLR 2021
Bias and variance of the Bayesian-mean decoder NIPS 2021
Bayesian Quadrature on Riemannian Data Manifolds ICML 2021
Reward Biased Maximum Likelihood Estimation for Reinforcement Learning L4DC 2021
SMIL: Multimodal Learning with Severely Missing Modality AAAI 2021
Collapsed Variational Bounds for Bayesian Neural Networks NIPS 2021