Bayesian Statistics & Learning

by Joonsuk Park & Sungbin Lim

New Posts

• What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision?

  Feb 2, 2018

  2017, 논문링크 : https://arxiv.org/abs/1703.04977

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• Generalization in Deep Learning

  Oct 18, 2017

  2017, 논문링크 : https://arxiv.org/abs/1710.05468

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• The Loss Surface of Deep and Wide Neural Networks

  Sep 30, 2017

  ICML 2017, 논문링크 : https://arxiv.org/abs/1704.08045

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• 블로그 공사중입니다

  Sep 19, 2017

  블로그 전면 개편중입니다

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1. Statistical Machine Learning

• 1. Mixture Models
• 2. Variational Methods
• 3. Nonparametric Bayesian
• 4. Causal Inference
• 5. 작성중..

2. Miscellaneous Topics

• 1. Normalizing Flows
• 2. Graph Neural Network
• 3. 3D Machine Learning
• 4. Active Learning