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[1602.05897] Toward Deeper Understanding of Neural Networks: The ...
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de A Daniely - 2016 - Cité 4 fois - Autres articles
18 févr. 2016 - Roy Frostig · Yoram Singer ... Understanding of Neural Networks: The Power of Initialization and a Dual View on Expressivity ... of neural networks and underscores their expressive power. ... From: Amit Daniely [view email]Roy Frostig - Stanford Computer Science
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Roy Frostig. PhD student. Stanford computer ... Toward deeper understanding of neural networks: the power of initialization and a dual view on expressivity. Amit Daniely, Roy Frostig, Yoram Singer. arXiv preprint arXiv:1602.05897, 2016.Toward Deeper Understanding of Neural Networks: The Power of ...
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29 févr. 2016 - Toward Deeper Understanding of Neural Networks: The Power of Initialization and a Dual View on Expressivity ... Power of Initialization and a Dual View on Expressivity by Amit Daniely, Roy Frostig, Yoram Singer ... Our dual view also reveals a pragmatic and aesthetic perspective of neural networks and ...Toward Deeper Understanding of Neural Networks: The Power of ...
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Toward Deeper Understanding of Neural Networks: The Power of Initialization and a Dual View on Expressivity on ResearchGate, the professional network for scientists. ... 1st Amit Daniely. 2nd Roy Frostig. 3rd Yoram Singer. Abstract.Amit Daniely - Papers
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With Galit Bary-Weisberg and Shai Shalev-Shwartz. Toward Deeper Understanding of Neural Networks: The Power of Initialization and a Dual View on Expressivity. With Roy Frostig and Yoram Singer. Complexity theoretic limitations on ...Roy Frostig - Google Scholar Citations
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PhD student, Stanford University - cs.stanford.edu
Toward Deeper Understanding of Neural Networks: The Power of Initialization and a Dual View on Expressivity. A Daniely, R Frostig, Y Singer. arXiv preprint ...NIPS 2016 Accepted Papers
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Natural-Parameter Networks: A Class of Probabilistic Neural Networks ..... NYU; Arthur Szlam, ; Rob Fergus*, New York University; Toward Deeper Understanding of Neural Networks: The Power of Initialization and a Dual View on Expressivity Amit Daniely*, ; Roy Frostig, Stanford University; Yoram Singer, Google; Learning ...Toward Deeper Understanding of Neural Networks: The Power
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19 févr. 2016 - Toward Deeper Understanding of Neural Networks: The Power ... Toward Deeper Understanding of Neural Networks: The Power of Initialization and a Dual View on Expressivity Amit Daniely, Roy Frostig, Yoram SingerResearch at Google
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Toward Deeper Understanding of Neural Networks: The Power of Initialization and a Dual View on Expressivity. Amit Daniely, Roy Frostig, Yoram Singer. NIPS 2016 (2016) (to appear). Exponential expressivity in deep neural networks through ...[PDF]A deeper view of Deep Learning - Telecom Valley
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6 juil. 2016 - 1 Convolutional Neural Network (most popular, image). 2 Auto encoder (lack of ..... [Daniely et al., 2016]. 3 some rules to prevent ..... Daniely, A., Frostig, R., and Singer, Y. (2016). Toward deeper understanding of neural networks: The power of initialization and a dual view on expressivity. arXiv preprint ...Natural Language API
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