conftrace_
← Optimization & Theory
Machine Learning › Optimization & Theory ›

Bayesian Inference

4,821 papers

Papers per year

Papers

A Variational Approach to Weakly Supervised Document-Level Multi-Aspect Sentiment Classification NAACL 2019
Lost in Machine Translation: A Method to Reduce Meaning Loss NAACL 2019
Aligning Vector-spaces with Noisy Supervised Lexicon NAACL 2019
Incorporating Context and External Knowledge for Pronoun Coreference Resolution NAACL 2019
Integration of Knowledge Graph Embedding Into Topic Modeling with Hierarchical Dirichlet Process NAACL 2019
Analyzing Bayesian Crosslingual Transfer in Topic Models NAACL 2019
Scalable Collapsed Inference for High-Dimensional Topic Models NAACL 2019
Modelling Instance-Level Annotator Reliability for Natural Language Labelling Tasks NAACL 2019
AutoSeM: Automatic Task Selection and Mixing in Multi-Task Learning NAACL 2019
Identification, Interpretability, and Bayesian Word Embeddings NAACL 2019
3D Backscatter Localization for Fine-Grained Robotics NSDI 2019
Real-Time Reactive Trip Avoidance for Powered Transfemoral Prostheses RSS 2019
Online Incremental Learning of the Terrain Traversal Cost in Autonomous Exploration RSS 2019
PoseRBPF: A Rao-Blackwellized Particle Filter for6D Object Pose Estimation RSS 2019
Bayesian Estimator for Partial Trajectory Alignment RSS 2019
Approximate Bayesian Inference in Spatial Environments RSS 2019
The 35th Uncertainty in Artificial Intelligence Conference: Preface UAI 2019
Conditional Expectation Propagation UAI 2019
Augmenting and Tuning Knowledge Graph Embeddings UAI 2019
Sampling-Free Variational Inference of Bayesian Neural Networks by Variance Backpropagation UAI 2019
Probabilistic Programming for Birth-Death Models of Evolution Using an Alive Particle Filter with Delayed Sampling UAI 2019
Active Multi-Information Source Bayesian Quadrature UAI 2019
A Flexible Framework for Multi-Objective Bayesian Optimization using Random Scalarizations UAI 2019
Practical Multi-fidelity Bayesian Optimization for Hyperparameter Tuning UAI 2019
Noise Contrastive Priors for Functional Uncertainty UAI 2019