| Approximation in L^p(μ) with deep ReLU neural networks | Apr 9, 2019 | Learning Theory | —Unverified | 0 |
| Deep Fictitious Play for Stochastic Differential Games | Mar 22, 2019 | Deep LearningGPU | —Unverified | 0 |
| Recovering the Lowest Layer of Deep Networks with High Threshold Activations | Mar 21, 2019 | BIG-bench Machine LearningLearning Theory | —Unverified | 0 |
| A Brain-inspired Algorithm for Training Highly Sparse Neural Networks | Mar 17, 2019 | Learning Theory | CodeCode Available | 0 |
| A nonasymptotic law of iterated logarithm for general M-estimators | Mar 15, 2019 | BIG-bench Machine LearningLearning Theory | —Unverified | 0 |
| Is Deeper Better only when Shallow is Good? | Mar 8, 2019 | Learning TheoryOpen-Ended Question Answering | CodeCode Available | 0 |
| Improving Generalization of Deep Networks for Inverse Reconstruction of Image Sequences | Mar 5, 2019 | DecoderImage Reconstruction | CodeCode Available | 0 |
| Fast Approximation of Frequent k-mers and Applications to Metagenomics | Feb 26, 2019 | Learning Theory | —Unverified | 0 |
| Integrated analysis of the urban water-electricity demand nexus in the Midwestern United States | Feb 26, 2019 | Learning Theory | —Unverified | 0 |
| Analyzing Data Selection Techniques with Tools from the Theory of Information Losses | Feb 25, 2019 | Active LearningExperimental Design | —Unverified | 0 |
