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Summary by Kerim Can Kalıpcıoğlu 6 hours ago
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Deep Learning: A Critical Appraisal
Gary Marcus
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.AI, cs.LG, stat.ML, 97R40, I.2.0; I.2.6

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Summary by Pavan Ravishankar 1 day ago
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Focal Loss for Dense Object Detection
Tsung-Yi Lin and Priya Goyal and Ross Girshick and Kaiming He and Piotr Dollár
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.CV

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Summary by RyanDsouza 3 days ago
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Active One-shot Learning
Mark Woodward and Chelsea Finn
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.LG

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Summary by Florian Windolf 3 days ago
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Decomposition of Uncertainty in Bayesian Deep Learning for Efficient and Risk-sensitive Learning
Stefan Depeweg and José Miguel Hernández-Lobato and Finale Doshi-Velez and Steffen Udluft
arXiv e-Print archive - 2017 via Local arXiv
Keywords: stat.ML, cs.LG

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Summary by luyuchen 3 days ago
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Theoretical Impediments to Machine Learning With Seven Sparks from the Causal Revolution
Judea Pearl
arXiv e-Print archive - 2018 via Local arXiv
Keywords: cs.LG, cs.AI, stat.ML

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Summary by Pavan Ravishankar 1 week ago
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Towards Deep Symbolic Reinforcement Learning
Marta Garnelo and Kai Arulkumaran and Murray Shanahan
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.AI, cs.LG

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Summary by Pavan Ravishankar 2 weeks ago
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Deep Linear Discriminant Analysis
Matthias Dorfer and Rainer Kelz and Gerhard Widmer
arXiv e-Print archive - 2015 via Local arXiv
Keywords: cs.LG

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Summary by Anonymous 3 weeks ago
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Summary by Saeed Izadi 1 month ago
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Summary by Saeed Izadi 1 month ago
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Summary by SudoYan 1 month ago
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Summary by Tianxiao Zhao 1 month ago
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Enhanced Experience Replay Generation for Efficient Reinforcement Learning
Vincent Huang and Tobias Ley and Martha Vlachou-Konchylaki and Wenfeng Hu
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.AI

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Summary by Tianxiao Zhao 1 month ago
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Summary by Tianxiao Zhao 1 month ago
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Prioritized Experience Replay
Tom Schaul and John Quan and Ioannis Antonoglou and David Silver
arXiv e-Print archive - 2015 via Local arXiv
Keywords: cs.LG

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Summary by Tianxiao Zhao 1 month ago
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Generative Adversarial Networks
Ian J. Goodfellow and Jean Pouget-Abadie and Mehdi Mirza and Bing Xu and David Warde-Farley and Sherjil Ozair and Aaron Courville and Yoshua Bengio
arXiv e-Print archive - 2014 via Local arXiv
Keywords: stat.ML, cs.LG

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Summary by Tianxiao Zhao 1 month ago
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Simple Black-Box Adversarial Perturbations for Deep Networks
Nina Narodytska and Shiva Prasad Kasiviswanathan
arXiv e-Print archive - 2016 via Local arXiv
Keywords: cs.LG, cs.CR, stat.ML

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Summary by David Stutz 1 month ago
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Intriguing properties of neural networks
Christian Szegedy and Wojciech Zaremba and Ilya Sutskever and Joan Bruna and Dumitru Erhan and Ian Goodfellow and Rob Fergus
arXiv e-Print archive - 2013 via Local arXiv
Keywords: cs.CV, cs.LG, cs.NE

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Summary by David Stutz 1 month ago
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Summary by Ofir Press 2 months ago
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Summary by Geneviève Boucher 2 months ago
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