Topic Model and Demesion Reduction

[ ] Learning the Central Events and Participants in Unlabeled Text
[ ] Capturing topical content with frequency and exclusivity
[ ] Dimensionality Reduction by Local Discriminative Gaussians
[ ] Dirichlet Process with Mixed Random Measures: A Nonparametric Topic Model for Labeled Data

[ ] Learning mid-level representations of objects by harnessing the aperture problem
[ ] A Practical Algorithm for Topic Modeling with Provable Guarantees
[ ] Gibbs Max-Margin Topic Models with Fast Sampling Algorithms
[ ] Modeling Musical Influence with Topic Models
[ ] Topic Model Diagnostics: Assessing Domain Relevance via Topical Alignment
[ ] Topic Discovery through Data Dependent and Random Projections
[ ] A Variational Approximation for Topic Modeling of Hierarchical Corpora
[ ] Manifold Preserving Hierarchical Topic Models for Quantization and Approximation
[ ] Subtle Topic Models and Discovering Subtly Manifested Software Concerns Automatically
[ ] Latent Dirichlet Allocation Topic Model with Soft Assignment of Descriptors to Words

[ ] Understanding the Limiting Factors of Topic Modeling via Posterior Contraction Analysis
[ ] The Inverse Regression Topic Model
[ ] Making the Most of Bag of Words: Sentence Regularization with Alternating Direction Method of Multipliers

KuangyiZhu / ML_Survey