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| Deep Learning without Poor Local Minima | May 23, 2016 | Deep LearningLearning Theory | CodeCode Available | 0 |
| On the Sampling Strategy for Evaluation of Spectral-spatial Methods in Hyperspectral Image Classification | May 19, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| Learning theory estimates with observations from general stationary stochastic processes | May 10, 2016 | Learning Theoryquantile regression | —Unverified | 0 |
| Learning Possibilistic Logic Theories from Default Rules | Apr 18, 2016 | Learning Theory | —Unverified | 0 |
| 1-bit Matrix Completion: PAC-Bayesian Analysis of a Variational Approximation | Apr 14, 2016 | Collaborative FilteringLearning Theory | —Unverified | 0 |
| Collaborative prediction with expert advice | Mar 20, 2016 | Learning TheoryPrediction | —Unverified | 0 |
| Without-Replacement Sampling for Stochastic Gradient Methods: Convergence Results and Application to Distributed Optimization | Mar 2, 2016 | Distributed OptimizationLearning Theory | —Unverified | 0 |
