scientific article; zbMATH DE number 6982341
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Publication:4558200
zbMath1462.68166arXiv1706.01350MaRDI QIDQ4558200
Alessandro Achille, Stefano Soatto
Publication date: 21 November 2018
Full work available at URL: https://arxiv.org/abs/1706.01350
Title: zbMATH Open Web Interface contents unavailable due to conflicting licenses.
independenceinvariancegeneralizationinformation bottleneckrepresentation learningPAC-Bayesflat minima
Artificial neural networks and deep learning (68T07) Bayesian inference (62F15) Statistical aspects of information-theoretic topics (62B10)
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Uses Software
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Some large-scale matrix computation problems
- Flat Minima
- Learning Deep Architectures for AI
- On invariance and selectivity in representation learning
- Actionable Information in Vision
- Provable learning of noisy-OR networks
- The elements of statistical learning. Data mining, inference, and prediction
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