Intercomparison of Machine Learning Methods for Statistical Downscaling: The Case of Daily and Extreme Precipitation

13 February 2017

Papers citing "Intercomparison of Machine Learning Methods for Statistical Downscaling: The Case of Daily and Extreme Precipitation"

7 / 7 papers shown

Title
Quantifying Uncertainty in Discrete-Continuous and Skewed Data with Bayesian Deep Learning T. Vandal E. Kodra Jennifer Dy S. Ganguly R. Nemani A. Ganguly UQCV BDL 54 52 0 13 Feb 2018
DeepSD: Generating High Resolution Climate Change Projections through Single Image Super-Resolution T. Vandal E. Kodra S. Ganguly A. Michaelis R. Nemani A. Ganguly AI4Cl 38 279 0 09 Mar 2017
Learning Sparse Feature Representations using Probabilistic Quadtrees and Deep Belief Nets Saikat Basu Manohar Karki S. Ganguly Robert DiBiano S. Mukhopadhyay R. Nemani TPM 48 81 0 11 Sep 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.1K 149,474 0 22 Dec 2014
Multi-task Sparse Structure Learning A. Gonçalves Puja Das Soumyadeep Chatterjee V. Sivakumar F. J. Zuben A. Banerjee 54 40 0 01 Sep 2014
A Convex Formulation for Learning Task Relationships in Multi-Task Learning Yu Zhang Dit-Yan Yeung 98 460 0 15 Mar 2012
Tree-guided group lasso for multi-response regression with structured sparsity, with an application to eQTL mapping Seyoung Kim Eric Xing 113 475 0 08 Sep 2009