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

Robust Gradient-Based Markov Subsampling AAAI 2020
MAGSAC++, a Fast, Reliable and Accurate Robust Estimator CVPR 2020
CONSAC: Robust Multi-Model Fitting by Conditional Sample Consensus CVPR 2020
Confounding-Robust Policy Evaluation in Infinite-Horizon Reinforcement Learning NIPS 2020
Conic Optimization for Quadratic Regression Under Sparse Noise JMLR 2020
Cooperative Multi-Agent Bandits with Heavy Tails ICML 2020
Robust contrastive learning and nonlinear ICA in the presence of outliers UAI 2020
Outlier Robust Mean Estimation with Subgaussian Rates via Stability NIPS 2020
Distributionally Robust Parametric Maximum Likelihood Estimation NIPS 2020
Optimal Robust Learning of Discrete Distributions from Batches ICML 2020
Ivy: Instrumental Variable Synthesis for Causal Inference AISTATS 2020
A Graduated Filter Method for Large Scale Robust Estimation CVPR 2020
Robust Homography Estimation via Dual Principal Component Pursuit CVPR 2020
Learning Structured Distributions From Untrusted Batches: Faster and Simpler NIPS 2020
Learning Entangled Single-Sample Distributions via Iterative Trimming AISTATS 2020
Multi-task Additive Models for Robust Estimation and Automatic Structure Discovery NIPS 2020
Generative Adversarial Nets for Robust Scatter Estimation: A Proper Scoring Rule Perspective JMLR 2020
On Learning Ising Models under Huber's Contamination Model NIPS 2020
Robust Meta-learning for Mixed Linear Regression with Small Batches NIPS 2020
Quasi-Newton Solver for Robust Non-Rigid Registration CVPR 2020
How Hard is Robust Mean Estimation? COLT 2019
Fitting Multiple Heterogeneous Models by Multi-Class Cascaded T-Linkage CVPR 2019
Pareto Meets Huber: Efficiently Avoiding Poor Minima in Robust Estimation ICCV 2019
MAGSAC: Marginalizing Sample Consensus CVPR 2019
Outlier-robust estimation of a sparse linear model using $\ell_1$-penalized Huber's $M$-estimator NIPS 2019