David Newman

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

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
CS 277 Data Mining (Fall 2007)