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Travelled to:
1 × Canada
1 × France
1 × United Kingdom
3 × USA
Collaborated with:
A.McCallum H.M.Wallach G.R.Crane A.Jones M.D.Hoffman D.M.Blei L.Yao W.Li G.S.Mann I.Murray R.Salakhutdinov A.Bakalov S.Arora R.Ge Y.Halpern A.Moitra D.Sontag Y.Wu M.Zhu D.Bamman L.Cerrato A.Packel D.Sculley G.Weaver
Talks about:
topic (6) model (6) digit (5) librari (3) generat (2) catalog (2) method (2) infer (2) alloc (2) incunabula (1)

Person: David M. Mimno

DBLP DBLP: Mimno:David_M=

Contributed to:

ICML c2 20132013
ICML 20122012
ICML 20092009
KDD 20092009
ICML 20072007
KDD 20072007
ECDL 20062006
JCDL 20052005
JCDL 20062006
JCDL 20072007
JCDL 20122012

Wrote 12 papers:

ICML-c2-2013-AroraGHMMSWZ #algorithm #modelling #topic
A Practical Algorithm for Topic Modeling with Provable Guarantees (SA, RG, YH, DMM, AM, DS, YW, MZ), pp. 280–288.
ICML-2012-MimnoHB #probability
Sparse stochastic inference for latent Dirichlet allocation (DMM, MDH, DMB), p. 197.
ICML-2009-WallachMSM #evaluation #modelling #topic
Evaluation methods for topic models (HMW, IM, RS, DMM), pp. 1105–1112.
KDD-2009-YaoMM #documentation #model inference #performance #streaming #topic
Efficient methods for topic model inference on streaming document collections (LY, DMM, AM), pp. 937–946.
ICML-2007-MimnoLM #topic
Mixtures of hierarchical topics with Pachinko allocation (DMM, WL, AM), pp. 633–640.
KDD-2007-MimnoM #modelling
Expertise modeling for matching papers with reviewers (DMM, AM), pp. 500–509.
ECDL-2006-CraneBCJMPSW #generative #library #modelling
Beyond Digital Incunabula: Modeling the Next Generation of Digital Libraries (GRC, DB, LC, AJ, DMM, AP, DS, GW), pp. 353–366.
JCDL-2005-MimnoJC #generative
Finding a catalog: generating analytical catalog records from well-structured digital texts (DMM, AJ, GRC), pp. 271–280.
JCDL-2006-MannMM #analysis #metric #topic
Bibliometric impact measures leveraging topic analysis (GSM, DMM, AM), pp. 65–74.
JCDL-2007-MimnoM #library #mining
Mining a digital library for influential authors (DMM, AM), pp. 105–106.
JCDL-2007-MimnoM07a #learning #library
Organizing the OCA: learning faceted subjects from a library of digital books (DMM, AM), pp. 376–385.
JCDL-2012-BakalovMWM #modelling #taxonomy #topic
Topic models for taxonomies (AB, AM, HMW, DMM), pp. 237–240.
Bibliography of Software Language Engineering in Generated Hypertext (BibSLEIGH) is created and maintained by Dr. Vadim Zaytsev.
Hosted as a part of SLEBOK on GitHub.