S. D. Babacan

3 papers · 2011–2012 · 1 venue · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird 📈 Trend Setter

Venues

NeurIPS (3)

Top co-authors

Shinichi Nakajima (3) Masashi Sugiyama (2) Ryota Tomioka (1) Minh Do (1)

Research topics

Artificial Intelligence (3) Machine Learning (3) Bayesian & Probabilistic · Artificial Intelligence (3) Core Methods (3) Deep Learning (2) Bayesian & Probabilistic · Machine Learning (2) Models (2) Optimization & Theory (2) Learning Types (1)

Keywords

variational inference (3) variational bayesian (3) variational bayesian inference (2) matrix factorization (2) probabilistic principal component analysis (2) density estimation (1) expectation maximization (1) low-rank approximation (1) outlier detection (1) posterior distribution (1) bayesian estimation (1) probabilistic pca (1) posterior approximation (1) variational bayesian matrix factorization (1) dimensionality recovery (1) probabilistic model (1) sparse solution (1) noise variance (1) bayesian method (1) noise variance estimator (1)

Papers

Perfect Dimensionality Recovery by Variational Bayesian PCA NeurIPS 2012 Probabilistic Low-Rank Subspace Clustering NeurIPS 2012 Global Solution of Fully-Observed Variational Bayesian Matrix Factorization is Column-Wise Independent NeurIPS 2011