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

A Sparse Representation-Based Approach to Linear Regression with Partially Shuffled Labels UAI 2019
Robust Matrix Completion from Quantized Observations AISTATS 2019
Robust Estimation of Tree Structured Gaussian Graphical Models ICML 2019
MONK Outlier-Robust Mean Embedding Estimation by Median-of-Means ICML 2019
SDRSAC: Semidefinite-Based Randomized Approach for Robust Point Cloud Registration Without Correspondences CVPR 2019
Unsupervised Learning of Consensus Maximization for 3D Vision Problems CVPR 2019
Outlier-Robust High-Dimensional Sparse Estimation via Iterative Filtering NIPS 2019
A Polynomial-time Solution for Robust Registration with Extreme Outlier Rates RSS 2019
Graph-Cut RANSAC CVPR 2018
Five-Point Fundamental Matrix Estimation for Uncalibrated Cameras CVPR 2018
Latent RANSAC CVPR 2018
Fast and Robust Estimation for Unit-Norm Constrained Linear Fitting Problems CVPR 2018
Outlier Detection and Robust Estimation in Nonparametric Regression AISTATS 2018
A Robust Approach to Sequential Information Theoretic Planning ICML 2018
Baseline Desensitizing in Translation Averaging CVPR 2018
Computationally Efficient Robust Sparse Estimation in High Dimensions COLT 2017
Robust Structured Estimation with Single-Index Models ICML 2017
Translation Synchronization via Truncated Least Squares NIPS 2017
Robust Estimation of Neural Signals in Calcium Imaging NIPS 2017
Trimmed Density Ratio Estimation NIPS 2017
Being Robust (in High Dimensions) Can Be Practical ICML 2017
Robust Asymmetric Bayesian Adaptive Matrix Factorization IJCAI 2017
Robust Gaussian Graphical Model Estimation with Arbitrary Corruption ICML 2017
Robust Survey Aggregation with Student-t Distribution and Sparse Representation IJCAI 2017
An Exact Penalty Method for Locally Convergent Maximum Consensus CVPR 2017