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Probabilistic Deep Learning

Papers

Showing 2130 of 79 papers

TitleStatusHype
Fast and Reliable Probabilistic Reflectometry Inversion with Prior-Amortized Neural Posterior Estimation0
Probabilistic Deep Learning and Transfer Learning for Robust Cryptocurrency Price PredictionCode0
Detecting Model Misspecification in Amortized Bayesian Inference with Neural Networks: An Extended Investigation0
Integrating Physics of the Problem into Data-Driven Methods to Enhance Elastic Full-Waveform Inversion with Uncertainty QuantificationCode0
Interference Motion Removal for Doppler Radar Vital Sign Detection Using Variational Encoder-Decoder Neural Network0
Informed Spectral Normalized Gaussian Processes for Trajectory Prediction0
Forecasting VIX using Bayesian Deep Learning0
Stochastic Latent Transformer: Efficient Modelling of Stochastically Forced Zonal JetsCode0
Deep Gaussian Mixture Ensembles0
Variational Imbalanced Regression: Fair Uncertainty Quantification via Probabilistic SmoothingCode0
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