Bayesian Inference

Improved Variational Bayesian Phylogenetic Inference with Normalizing Flows NeurIPS 2020 Improving Confidence Estimates for Unfamiliar Examples CVPR 2020 Improving the Robustness of Wasserstein Embedding by Adversarial PAC-Bayesian Learning AAAI 2020 Incorporating Interpretable Output Constraints in Bayesian Neural Networks NeurIPS 2020 Incremental learning of EMG-based control commands using Gaussian Processes CoRL 2020 Inductive-bias-driven Reinforcement Learning For Efficient Schedules in Heterogeneous Clusters ICML 2020 Inferring Continuous Treatment Doses from Historical Data via Model-Based Entropy-Regularized Reinforcement Learning ACML 2020 Infinite attention: NNGP and NTK for deep attention networks ICML 2020 Infinite ShapeOdds: Nonparametric Bayesian Models for Shape Representations AAAI 2020 Influenza Forecasting Framework based on Gaussian Processes ICML 2020 Information Elicitation Mechanisms for Statistical Estimation AAAI 2020 Input Complexity and Out-of-distribution Detection with Likelihood-based Generative Models ICLR 2020 Inter-domain Deep Gaussian Processes ICML 2020 Interpretable Models for Understanding Immersive Simulations IJCAI 2020 Involutive MCMC: a Unifying Framework ICML 2020 Is the Best Better? Bayesian Statistical Model Comparison for Natural Language Processing EMNLP 2020 Joint Stochastic Approximation and Its Application to Learning Discrete Latent Variable Models UAI 2020 Joint Training of Variational Auto-Encoder and Latent Energy-Based Model CVPR 2020 Justification-Based Reliability in Machine Learning AAAI 2020 Kernels over Sets of Finite Sets using RKHS Embeddings, with Application to Bayesian (Combinatorial) Optimization AISTATS 2020 KFNet: Learning Temporal Camera Relocalization Using Kalman Filtering CVPR 2020 Knowing The What But Not The Where in Bayesian Optimization ICML 2020 Knowing What You Know: Calibrating Dialogue Belief State Distributions via Ensembles EMNLP 2020 Knowledge Augmented Deep Neural Networks for Joint Facial Expression and Action Unit Recognition NeurIPS 2020 Latent Variable Modelling with Hyperbolic Normalizing Flows ICML 2020