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multivariate regression

24 papers

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Co-occurring keywords

high-dimensional regression (142) nonparametric regression (111) support recovery (43) linear regression (282) nuclear norm (79) time series forecasting (364) sparse regression (175) convex optimization (1321) transfer learning (5449) variable selection (146)

Papers

I3D-AE-LSTM: A 2-Stream Autoencoder for Action Quality Assessment using a Newly Created Cricket Batsman Video Dataset WACV 2025
FineMorphs: Affine-Diffeomorphic Sequences for Regression JMLR 2024
Multivariate Boosted Trees and Applications to Forecasting and Control JMLR 2022
New Insights for the Multivariate Square-Root Lasso JMLR 2022
Locally private online change point detection NIPS 2021
A convex optimization formulation for multivariate regression NIPS 2020
Multivariate Probability Calibration with Isotonic Bernstein Polynomials IJCAI 2020
Spatially Aggregated Gaussian Processes with Multivariate Areal Outputs NIPS 2019
Autoregressive Convolutional Neural Networks for Asynchronous Time Series ICML 2018
A Cluster Elastic Net for Multivariate Regression JMLR 2018
Multivariate Regression on the Grassmannian for Predicting Novel Domains CVPR 2016
Latent feature regression for multivariate count data AISTATS 2015
Robust Multivariate Regression with Grossly Corrupted Observations and Its Application to Personality Prediction ACML 2015
Calibrated Multivariate Regression with Application to Neural Semantic Basis Discovery JMLR 2015
Multivariate Regression with Calibration NIPS 2014
Multivariate General Linear Models (MGLM) on Riemannian Manifolds with Applications to Statistical Analysis of Diffusion Weighted Images CVPR 2014
Block Regularized Lasso for Multivariate Multi-Response Linear Regression AISTATS 2013
Multivariate Convex Regression with Adaptive Partitioning JMLR 2013
Nonparametric Reduced Rank Regression NIPS 2012
A Rotation Test to Verify Latent Structure JMLR 2010
Matrix-Variate Dirichlet Process Mixture Models AISTATS 2010
Block Variable Selection in Multivariate Regression and High-dimensional Causal Inference NIPS 2010
High-dimensional support union recovery in multivariate regression NIPS 2008
Predicting Brain States from fMRI Data: Incremental Functional Principal Component Regression NIPS 2007