Bayesian & Probabilistic

A Probabilistic End-To-End Task-Oriented Dialog Model with Latent Belief States towards Semi-Supervised Learning EMNLP 2020 A Programmatic and Semantic Approach to Explaining and Debugging Neural Network Based Object Detectors CVPR 2020 A Rule for Gradient Estimator Selection, with an Application to Variational Inference AISTATS 2020 A Score-and-Search Approach to Learning Bayesian Networks with Noisy-OR Relations PGM 2020 A Semantically Consistent and Syntactically Variational Encoder-Decoder Framework for Paraphrase Generation COLING 2020 ASR-Free Pronunciation Assessment Interspeech 2020 Atlas-aware ConvNet for Accurate yet Robust Anatomical Segmentation ACML 2020 A Variational Perturbative Approach to Planning in Graph-Based Markov Decision Processes AAAI 2020 A Variational Point Process Model for Social Event Sequences AAAI 2020 BaKer-Nets: Bayesian Random Kernel Mapping Networks IJCAI 2020 Bayes Consistency vs. H-Consistency: The Interplay between Surrogate Loss Functions and the Scoring Function Class NeurIPS 2020 Bayesian Adversarial Attack on Graph Neural Networks (Student Abstract) AAAI 2020 Bayesian Adversarial Human Motion Synthesis CVPR 2020 Bayesian Case-Exclusion and Personalized Explanations for Sustainable Dairy Farming (Extended Abstract) IJCAI 2020 Bayesian Deep Learning and a Probabilistic Perspective of Generalization NeurIPS 2020 Bayesian Hierarchical Words Representation Learning ACL 2020 Bayesian Image Classification with Deep Convolutional Gaussian Processes AISTATS 2020 Bayesian joint state and parameter tracking in autoregressive models L4DC 2020 Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances ICML 2020 Bayesian Learning with Adaptive Load Allocation Strategies L4DC 2020 Bayesian model predictive control: Efficient model exploration and regret bounds using posterior sampling L4DC 2020 Bayesian Network Model Averaging Classifiers by Subbagging PGM 2020 Bayesian network structure learning with causal effects in the presence of latent variables PGM 2020 Bayesian Online Prediction of Change Points UAI 2020 Bayesian Optimization for Categorical and Category-Specific Continuous Inputs AAAI 2020