Concepedia

Chaitanya Chemudugunta

CC

Statistics

Publications

6

Citations

581

H-Index

6

Active since

2006

Affiliations

University of California, Irvine(Current)

Chaitanya Chemudugunta is an author at University of California, Irvine specializing in engineering, knowledge discovery, and data science.

Top concepts

EngineeringText MiningData ScienceCorpus LinguisticsKnowledge DiscoveryInformation RetrievalNatural Language ProcessingLanguageStatisticsContent Analysis

Publications per year

2006–2010

6

Publications

6

Learning author-topic models from text corpora

Michal Rosen‐Zvi, Chaitanya Chemudugunta, Thomas Griffiths et al. · ACM Transactions on Information Systems · 2010 · 304 citations

Engineering, Unsupervised Learning Technique, Corpus Linguistics +21

Statistical entity-topic models

David Newman, Chaitanya Chemudugunta, Padhraic Smyth · 2006 · 147 citations

Engineering, Entity Summarization, Corpus Linguistics +20

Combining concept hierarchies and statistical topic models

Chaitanya Chemudugunta, Padhraic Smyth, Mark Steyvers · 2008 · 41 citations

Subject metadata enrichment using statistical topic models

David Newman, Kat Hagedorn, Chaitanya Chemudugunta et al. · 2007 · 39 citations

Subject Metadata Enrichment, Engineering, Metadata +21

Deterministic Latent Variable Models and their Pitfalls

Max Welling, Chaitanya Chemudugunta, Nathan Sutter · 2008 · 34 citations · Full text

Latent Modeling, Engineering, Variational Analysis +14

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