David Newman

On leave from UCI in 2009 and 2010
At NICTA VRL
Melbourne, Australia
nicta.com.au/people/newmand

> cv
> code
> Interests
Machine Learning, Data Mining, Text Mining
Center for Machine Learning and Intelligent Systems
> Education
PhD, Princeton University, 1996
> Publications

Newman, Karimi, Cavedon (2009). External Evaluation of Topic ModelsADCS (to appear)

Newman, Karimi, Cavedon (2009). Topic Models to Interpret MESH -- MEDLINE's Medical Subject Headings. AI09 (to appear)

Herr, Talley, Burns, Newman, LaRowe (2009). The NIH Visual Browser: An Interactive Visualization of Biomedical Research. IV09. [pdf]

Newman, Asuncion, Smyth, Welling (2009). Distributed Algorithms for Topic Models. JMLR (Volume 10) [pdf]

Newman, Baldwin, Cavedon, Karimi, Martinez, Zobel (2009). Visualizing document collections and search results using topic mapping. Under review, Journal of Web Semantics

Block and Newman (2008). What, Where, When and Sometimes Why: Data Mining Twenty Years of Women's History Abstracts. Under review, Journal of Women's History.

Porteous, Newman, Ihler, Asuncion, Smyth, Welling (2008). Fast Collapsed Gibbs Sampling for Latent Dirichlet Allocation. In ACM SIGKDD 2008. [pdf]

Newman, Asuncion, Smyth, Welling (2007). Distributed Inference for Latent Dirichlet Allocation. In NIPS 2007. [pdf]

Hage, Chapman, Newman (2007). Enhancing Search and Browse Using Automated Clustering of Subject Metadata. In D-Lib Magazine July/August 2007. [online]

Newman, Hage, Chemudugunta, Smyth (2007). Subject Metadata Enrichment using Statistical Topic Models. In JCDL 2007. [doc]

Teh, Newman, Welling (2006). A Collapsed Variational Bayesian Inference Algorithm for Latent Dirichlet Allocation. In NIPS 2006. [pdf]

Newman, Chemudugunta, Smyth, and Steyvers (2006). Analyzing Entities and Topics in News Articles Using Statistical Topic Models. In LNCS -- IEEE ISI. [pdf]

Newman, Chemudugunta, Smyth, and Steyvers (2006). Statistical Entity-Topic Models. In ACM SIGKDD 2006. [pdf]

Newman and Block (2006). Probabilistic Topic Decomposition of and Eighteenth Century Newspaper. In JASIST, March 2006. [pdf]

Newman, Smyth, Steyvers (2006). Scalable Parallel Topic Models. Journal of Intelligence Community Research and Development.

Primeau and Newman (2006). Elongation and Contraction of the Western Boundary Current Extension in a Shallow-Water Model: a Bifurcation Analysis. Journal of Physical Oceanography. [pdf]

Primeau and Newman (2006). Bifurcation Structure of a Wind-Driven Shallow Water Model with Layer-Outcropping Ocean Modelling doi:10.1016/j.ocemod.2006.10.003. [pdf]

Zender, Newman, and Torres (2003). Spatial Heterogeneity in Aeolian Erodibility: Uniform, Topographic, Geomorphic, and Hydrologic Hypotheses, J. Geophys. Res., 108(D17), 4543. [pdf]

Zender, Bian, and Newman (2003). Mineral Dust Entrainment And Deposition (DEAD) model: Description and 1990s dust climatology, Geophys. Res., 108(D14), 4416. [pdf]

Newman and Karniadakis (1997). A Direct Numerical Simulation Study of Flow Past a Freely Vibrating Cable. Journal of Fluid Mechanics. [online]

Newman and Karniadakis (1996). Simulations of Flow Over a Flexible Cable: A Comparison of Forced and Flow-Induced Vibrations. Journal of Fluids and Structures. [online]

Crawford, Evangelinos, Newman, and Karniadakis (1995). Parallel Benchmarks of Turbulence in Complex Geometries. In Parallel CFD. [pdf]

> Teaching
Web Technologies, guest lecturer (Semester 1 2009)
CS 277 Data Mining (Fall 2007)