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Image Segmentation with Spatial Priors
Weekly Reading Reports
- Black Box Variational Inference (Ranganath et al., 2014)
week02.pdf
- Matrix Factorization Techniques for Recommender Systems (Koren et al., 2009)
week03.pdf
- A Stochastic Approximation Method (Robbins et al., 1951)
week04.pdf
- Probabilistic Topic Models (Blei, 2012)
week05.pdf
- Yes, but Did It Work?: Evaluating Variational Inference (Yao, et al., 2018)
week06.pdf
- An Introduction to Probabilistic Graphical Models (Jordan, 2004), Chapter 2: Conditional Independence and Factorization
week07.pdf
- Identifying Bayesian Mixture Models (Betancourt, 2017)
week08.pdf
- Approximation by Superpositions of a Sigmoidal Function (Cybenko, 1989)
week09.pdf
- The Validity of Posterior Expansions based on Laplace’s Method (Geisser et al., 1990)
week10.pdf
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