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Variational Inference and Deep Learning: A New Synthesis [pdf]
- aqsalose 9y agoThis is the PhD thesis of Durk Kingma [1]. Reading this right now; appears to be a well-written introduction to stuff variational autoencoders [2] and ADAM [3]. [1] http://dpkingma.com/ http://dpkingma.com/ [2] http://arxiv.org/abs/1312.6114 http://arxiv.org/abs/1312.6114 [3] http://arxiv.org/abs/1412.6980 http://arxiv.org/abs/1412.6980