conftrace_

robust estimation

168 papers

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Co-occurring keywords

outlier detection (319) robust statistics (102) heavy-tailed distribution (98) mean estimation (70) high-dimensional statistics (145) linear regression (282) homography estimation (73) matrix completion (356) differential privacy (1016) outlier rejection (30)

Papers

Consensus Maximization With Linear Matrix Inequality Constraints CVPR 2017
Robust Joint and Individual Variance Explained CVPR 2017
Estimation of the covariance structure of heavy-tailed distributions NIPS 2017
A Non-Convex Variational Approach to Photometric Stereo Under Inaccurate Lighting CVPR 2017
Algorithms for $\ell_p$ Low-Rank Approximation ICML 2017
Matrix Completion with Noisy Entries and Outliers JMLR 2017
Guaranteed Outlier Removal With Mixed Integer Linear Programs CVPR 2016
Efficient and Robust Color Consistency for Community Photo Collections CVPR 2016
Trust No One: Low Rank Matrix Factorization Using Hierarchical RANSAC CVPR 2016
Loss Minimization and Parameter Estimation with Heavy Tails JMLR 2016
Robust Tensor Factorization With Unknown Noise CVPR 2016
Practical Robust Two-View Translation Estimation CVPR 2015
Robust Multivariate Regression with Grossly Corrupted Observations and Its Application to Personality Prediction ACML 2015
Robust Estimation of Transition Matrices in High Dimensional Heavy-tailed Vector Autoregressive Processes ICML 2015
SWIFT: Sparse Withdrawal of Inliers in a First Trial CVPR 2015
Robust Camera Location Estimation by Convex Programming CVPR 2015
Robust Multiple Homography Estimation: An Ill-Solved Problem CVPR 2015
The Likelihood-Ratio Test and Efficient Robust Estimation ICCV 2015
A Convex Optimization Approach to Robust Fundamental Matrix Estimation CVPR 2015
Efficient Globally Optimal Consensus Maximisation With Tree Search CVPR 2015
Fast and Reliable Two-View Translation Estimation CVPR 2014
Robust Kernel Density Estimation by Scaling and Projection in Hilbert Space NIPS 2014
Heavy-tailed regression with a generalized median-of-means ICML 2014
Scalable and Robust Bayesian Inference via the Median Posterior ICML 2014
T-Linkage: A Continuous Relaxation of J-Linkage for Multi-Model Fitting CVPR 2014