uncertainty quantification

Bayesian Deep Learning via Subnetwork Inference ICML 2021 Bayesian Distributional Policy Gradients AAAI 2021 Bayesian Few-Shot Classification with One-vs-Each Pólya-Gamma Augmented Gaussian Processes ICLR 2021 Bayesian Nested Neural Networks for Uncertainty Calibration and Adaptive Compression CVPR 2021 Bayesian Triplet Loss: Uncertainty Quantification in Image Retrieval ICCV 2021 BayesIMP: Uncertainty Quantification for Causal Data Fusion NeurIPS 2021 Beyond Accuracy: A Consolidated Tool for Visual Question Answering Benchmarking EMNLP 2021 Beyond Glass-Box Features: Uncertainty Quantification Enhanced Quality Estimation for Neural Machine Translation EMNLP 2021 Beyond Pinball Loss: Quantile Methods for Calibrated Uncertainty Quantification NeurIPS 2021 Black Box Probabilistic Numerics NeurIPS 2021 Bootstrapping the Error of Oja's Algorithm NeurIPS 2021 Bounded-cost Search Using Estimates of Uncertainty IJCAI 2021 Calibrated Adaptive Probabilistic ODE Solvers AISTATS 2021 Calibrate your listeners! Robust communication-based training for pragmatic speakers EMNLP 2021 Capturing Uncertainty in Unsupervised GPS Trajectory Segmentation Using Bayesian Deep Learning AAAI 2021 Clinical Risk Prediction with Temporal Probabilistic Asymmetric Multi-Task Learning AAAI 2021 Combating Noise: Semi-supervised Learning by Region Uncertainty Quantification NeurIPS 2021 Combining Pessimism with Optimism for Robust and Efficient Model-Based Deep Reinforcement Learning ICML 2021 Composing Normalizing Flows for Inverse Problems ICML 2021 Confidence in causal discovery with linear causal models UAI 2021 Conformal Time-series Forecasting NeurIPS 2021 Convergence Guarantees for Gaussian Process Means With Misspecified Likelihoods and Smoothness JMLR 2021 Coupling Macro-Sector-Micro Financial Indicators for Learning Stock Representations with Less Uncertainty AAAI 2021 Deep Bandits Show-Off: Simple and Efficient Exploration with Deep Networks NeurIPS 2021 DeepCOVID: An Operational Deep Learning-driven Framework for Explainable Real-time COVID-19 Forecasting AAAI 2021