conftrace_

quantile regression

95 papers

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Also known as

QR

Co-occurring keywords

prediction interval (67) conformal prediction (215) uncertainty quantification (1393) distributional reinforcement learning (72) conditional distribution (64) neural network (6616) reproducing kernel hilbert space (334) non-parametric regression (26) conditional quantile (5) random forest (326)

Papers

Quantifying Uncertainty in Online Regression Forests JMLR 2019
Differentiable Ranking and Sorting using Optimal Transport NIPS 2019
Probabilistic Forecasting with Spline Quantile Function RNNs AISTATS 2019
Single-Model Uncertainties for Deep Learning NIPS 2019
Modelling heterogeneous distributions with an Uncountable Mixture of Asymmetric Laplacians NIPS 2019
Infinite Task Learning in RKHSs AISTATS 2019
Implicit Quantile Networks for Distributional Reinforcement Learning ICML 2018
Autoregressive Quantile Networks for Generative Modeling ICML 2018
Parsimonious Quantile Regression of Financial Asset Tail Dynamics via Sequential Learning NIPS 2018
Forest-type Regression with General Losses and Robust Forest ICML 2017
High-Dimensional Structured Quantile Regression ICML 2017
Joint quantile regression in vector-valued RKHSs NIPS 2016
On Quantile Regression in Reproducing Kernel Hilbert Spaces with the Data Sparsity Constraint JMLR 2016
The Multiple Quantile Graphical Model NIPS 2016
Elicitation and Identification of Properties COLT 2014
Quantile Regression for Large-scale Applications ICML 2013
Parametric Task Learning NIPS 2013
How SVMs can estimate quantiles and the median NIPS 2007
Quantile Regression Forests JMLR 2006
Nonparametric Quantile Estimation JMLR 2006