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| Generalization and Expressivity for Deep Nets | Mar 10, 2018 | Deep LearningLearning Theory | —Unverified | 0 |
| Dimension-free Information Concentration via Exp-Concavity | Feb 26, 2018 | Learning Theory | —Unverified | 0 |
| The wisdom of networks: A general adaptation and learning mechanism of complex systems: The network core triggers fast responses to known stimuli; innovations require the slow network periphery and are encoded by core-remodeling | Feb 23, 2018 | Decision MakingLearning Theory | —Unverified | 0 |
| Generalization in Machine Learning via Analytical Learning Theory | Feb 21, 2018 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 0 |
| Curriculum Learning by Transfer Learning: Theory and Experiments with Deep Networks | Feb 11, 2018 | Learning TheoryTransfer Learning | —Unverified | 0 |
| Generalization Error Bounds for Noisy, Iterative Algorithms | Jan 12, 2018 | Learning Theory | —Unverified | 0 |
| Multi-label Learning for Large Text Corpora using Latent Variable Model with Provable Gurantees | Jan 1, 2018 | Learning TheoryMulti-Label Learning | —Unverified | 0 |
| Statistical Learning Theory and Linguistic Typology: a Learnability Perspective on OT's Strict Domination | Jan 1, 2018 | Learning Theory | —Unverified | 0 |
