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| Random deep neural networks are biased towards simple functions | Dec 25, 2018 | General ClassificationGeneralization Bounds | CodeCode Available | 0 |
| Generalization Bounds for Uniformly Stable Algorithms | Dec 24, 2018 | Generalization Bounds | —Unverified | 0 |
| Learning finite-dimensional coding schemes with nonlinear reconstruction maps | Dec 23, 2018 | Generalization BoundsRepresentation Learning | —Unverified | 0 |
| Stochastic Composite Mirror Descent: Optimal Bounds with High Probabilities | Dec 1, 2018 | Generalization BoundsVocal Bursts Intensity Prediction | —Unverified | 0 |
| Support Recovery for Orthogonal Matching Pursuit: Upper and Lower bounds | Dec 1, 2018 | Generalization Boundsregression | —Unverified | 0 |
| Adversarial Multiple Source Domain Adaptation | Dec 1, 2018 | ClassificationDomain Adaptation | —Unverified | 0 |
| The Structure of Optimal Private Tests for Simple Hypotheses | Nov 27, 2018 | Change Point DetectionGeneralization Bounds | —Unverified | 0 |
| Sorting out Lipschitz function approximation | Nov 13, 2018 | Adversarial RobustnessGeneralization Bounds | CodeCode Available | 0 |
| Generalization Bounds for Vicinal Risk Minimization Principle | Nov 11, 2018 | Generalization Bounds | —Unverified | 0 |
