conftrace_

predictive distribution

39 papers

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Co-occurring keywords

bayesian inference (1907) uncertainty quantification (1393) gaussian process (1200) variational inference (2069) uncertainty estimation (648) large language model (13587) gaussian process regression (133) neural network (6616) bayesian optimization (624) posterior distribution (259)

Papers

Residual Neural Processes AAAI 2020
Deep Sigma Point Processes UAI 2020
Regularizing Class-Wise Predictions via Self-Knowledge Distillation CVPR 2020
Healing Products of Gaussian Process Experts ICML 2020
Can You Trust This Prediction? Auditing Pointwise Reliability After Learning AISTATS 2019
Subspace Inference for Bayesian Deep Learning UAI 2019
Constant-Time Predictive Distributions for Gaussian Processes ICML 2018
Coherent Probabilistic Forecasts for Hierarchical Time Series ICML 2017
A Unifying Framework of Anytime Sparse Gaussian Process Regression Models with Stochastic Variational Inference for Big Data ICML 2015
Bayesian Model Adaptation for Crowd Counts ICCV 2015
Predictive Entropy Search for Efficient Global Optimization of Black-box Functions NIPS 2014
Student-t Processes as Alternatives to Gaussian Processes AISTATS 2014
Posterior distributions are computable from predictive distributions AISTATS 2010
Adaptive Non-Stationary Kernel Regression for Terrain Modeling RSS 2007