Higher degree sum-of-squares relaxations robust against oblivious outliers.
Tommaso d'OrsiRajai NasserGleb NovikovDavid SteurerPublished in: CoRR (2022)
Keyphrases
- robust statistics
- outlier rejection
- robust statistical
- lower bound
- machine learning
- probabilistic principal component analysis
- robust estimator
- computationally efficient
- information retrieval
- missing data
- outlier detection
- higher quality
- robust estimation
- linear programming
- case study
- decision trees
- low rank representation
- real time