Broderick, T, Mackey, L, Paisley, J, and Jordan, MI.
Combinatorial clustering and the beta negative binomial process. Preprint on arXiv:1111.1802 [stat.ME] [arXiv]
Journal Papers
Morgan, AN, Long, J, Richard, JW, Broderick, T, Butler, NR, Bloom, JS.
Rapid, machine-learned resource allocation: application to high-redshift GRB follow-up. Astrophysical Journal, to appear.
[arXiv]
25 Oct 2011. Poster competition winner at Time Domain Astrophysics with Swift conference, Clemson University
Broderick, T, Jordan, MI, and Pitman, J. Beta processes, stick-breaking, and power laws. Bayesian Analysis, to appear.
[link][arXiv]
Broderick, T and Gramacy, RB. Classification and categorical inputs with treed Gaussian process models. Journal of Classification. 2011.
[link][arXiv]
Broderick, T, Wong-Lin, KF, and Holmes, P. Closed-form approximations of first-passage distributions for a stochastic decision making model. Applied Mathematics Research Express. 2010.
[link]
Broderick, T and MacKay, DJC. Fast and flexible selection with a single switch. PLoS ONE 4(10), e7481. 2009.
[link][arXiv]
Mandelbaum, R, Hirata, CM, Broderick, T, Seljak, U, and Brinkmann, J. Ellipticity of dark matter halos with galaxy-galaxy weak lensing. Monthly Notices of the Royal Astronomical Society 370, 1008-1024. 2006.
[arXiv]
Huterer, D, Kim, A, Krauss, LM, and Broderick, T. Redshift accuracy requirements for future supernova and number count surveys. Astrophysical Journal 615, 595-602. 2004.
[arXiv]
Conference Papers
Kapicioglu, B, Schapire, RE, Wikelski, M, and Broderick, T. Combining spatial and telemetric features for learning animal movement models. Proceedings of the 26th Conference on Uncertainty in Artificial Intelligence. 2010. [linked pdf]
Broderick, T and Gramacy, RB. Treed Gaussian process models for classification. Proceedings of the 11th IFCS Biennial Conference. 2009. [Springer]
Theses
Broderick, T. Nomon: Efficient communication with a single switch. Technical Report (extension to Master's Thesis). Cavendish Laboratory, University of Cambridge. 2009.
[linked pdf]
Broderick, T. Treed models and Gaussian processes for classification. Master of Advanced Study in Mathematics (Part III) Essay. Department of Pure Mathematics and Mathematical Statistics, University of Cambridge. 2008.
Broderick, T. Construction of a pairwise Ising distribution over a large state space with sparse data. Senior Thesis. Mathematics Department, Program in Applications of Computing, Program in Applied and Computational Mathematics, Princeton University. 2007.
Technical Reports and Notes
Broderick, T, Dudik, M, Tkacik, G, Schapire, RE, and Bialek, W. Faster solutions of the inverse pairwise Ising problem. Preprint on arXiv:0712.2437 [q-bio.QM]. 2007.
[arXiv]