| Piecewise Strong Convexity of Neural Networks | Oct 30, 2018 | image-classificationImage Classification | —Unverified | 0 |
| Improving Generalization of Sequence Encoder-Decoder Networks for Inverse Imaging of Cardiac Transmembrane Potential | Oct 12, 2018 | DecoderLearning Theory | —Unverified | 0 |
| Generalization Properties of hyper-RKHS and its Applications | Sep 26, 2018 | Learning Theoryregression | —Unverified | 0 |
| When is there a Representer Theorem? Reflexive Banach spaces | Sep 26, 2018 | Learning Theory | —Unverified | 0 |
| Unsupervised parameter selection for denoising with the elastic net | Sep 23, 2018 | DenoisingLearning Theory | —Unverified | 0 |
| Exponential inequalities for nonstationary Markov Chains | Aug 27, 2018 | Learning TheoryTime Series | —Unverified | 0 |
| Spectral Pruning: Compressing Deep Neural Networks via Spectral Analysis and its Generalization Error | Aug 26, 2018 | Edge-computingLearning Theory | —Unverified | 0 |
| The Mismatch Principle: The Generalized Lasso Under Large Model Uncertainties | Aug 20, 2018 | compressed sensingLearning Theory | —Unverified | 0 |
| Importance of the Mathematical Foundations of Machine Learning Methods for Scientific and Engineering Applications | Aug 7, 2018 | BIG-bench Machine Learningimage-classification | —Unverified | 0 |
| A Temporal Difference Reinforcement Learning Theory of Emotion: unifying emotion, cognition and adaptive behavior | Jul 24, 2018 | Learning TheoryReinforcement Learning | —Unverified | 0 |
