Conference
- Low rank continuous-space graphical models
- Hierarchically Supervised Latent Dirichlet Allocation
- Deplump for Streaming Data
- N. Bartlett and F. Wood, DCC, 2011. .bib
- Approximate constant time and space inference for the sequence memoizer. Performance, Demo
- N. Bartlett and F. Wood, DCC, 2011. .bib
- Probabilistic Deterministic Infinite Automata
- D. Pfau, N. Bartlett, and F. Wood, NIPS, 2011. .bib
- Discrete sequence model with properties that lie between those of infinite n-gram and HMM models, spotlight video
- D. Pfau, N. Bartlett, and F. Wood, NIPS, 2011. .bib
- Forgetting counts : Constant Memory inference for a Dependent hierarchical Pitman-Yor Process
- Lossless compression based on the Sequence Memoizer
- A Stochastic Memoizer for Sequence Data
- F. Wood, C. Archambeau, J. Gasthaus, L. James, and Y.W. Teh, ICML, 2009. .bib
- n-gram / Markov model in the limit of n going to infinity. The original sequence memoizer reference. Talk, Video Lecture, Code
- F. Wood, C. Archambeau, J. Gasthaus, L. James, and Y.W. Teh, ICML, 2009. .bib
- A hierarchical nonparametric Bayesian approach to statistical language model domain adaptation
- Dependent Dirichlet process spike sorting
- J. Gasthaus, F. Wood, D. Gorur, and Y.W. Teh. NIPS, 2009. .bib
- Characterizing neural dependencies with Poisson copula models
- P. Berkes, J.W. Pillow, and F. Wood. NIPS, 2009. .bib
- Particle filtering for non-parametric Bayesian matrix factorization
- A non-parametric Bayesian approach to spike sorting
- A non-parametric Bayesian method for inferring hidden causes
- F. Wood, T. L. Griffiths, and Z. Ghahramani, UAI, 2006. .bib
- Statistical analysis of the non-stationarity of neural population codes
- S. P. Kim, F. Wood, and M. J. Black. IEEE RAS-EMBS ICBRB. 2006. .bib
- Modeling neural population spiking activity with Gibbs distributions
- F. Wood, S. Roth, and M. J. Black, NIPS, 2005. .bib
- Inferring attentional state and kinematics from motor cortical firing rates
- F. Wood, Prabhat, J. P. Donoghue, and M. J. Black, EMBS, 2005. .bib
- Automatic spike sorting for neural decoding
- F. Wood, M. Fellows, J. P. Donoghue, and M. J. Black.], EMBS, 2004. .bib
Journal
- Inference in Hidden Markov Models with Explicit State Duration Distributions
- M. Dewar, C. Wiggins, and F. Wood, (To Appear) In IEEE Signal Processing Letters, 2012 .bib
- The Sequence Memoizer
- F. Wood, J. Gasthaus, C. Archambeau, L. James, and Y.W. Teh, In Proceedings of the Communications of the ACM, 2011 .bib
- A Nonparametric Bayesian Alternative to Spike Sorting
- F. Wood, and M. J. Black, Journal of Neuroscience Methods, 173:1-12, 2008. .bib
- Discovering natural kinds of robot sensory experiences in unstructured environments
- D. H. Grollman, O. C. Jenkins, and F. Wood. . Journal of Field Robotics, 23(11-12):1077-1089, 2006. .bib
- On the variability of manual spike sorting
- F. Wood, M. Fellows, C. Vargas-Irwin, M. J. Black, and J. P. Donoghue, IEEE Transactions in Biomedical Engineering, 2004. .bib
- Windowing and telecollaboration for virtual reality with applications to the study of a tropical disease
- F. Wood, D. Brown, B. Amidon, J. Alferness, B. Joseph, R. E. Gillilan, and C. Faerman, IEEE Computer Graphics and Applications, 1996. .bib
- Volume management for virtual reality ala window management for desktop computers.
- F. Wood, D. Brown, B. Amidon, J. Alferness, B. Joseph, R. E. Gillilan, and C. Faerman, IEEE Computer Graphics and Applications, 1996. .bib
- Visualization, virtual reality, and animation within the data flow model of computing
- R. E. Gillilan and F. Wood, virtual reality, and animation within the data flow model of computing. Computer Graphics, 1995. .bib
Technical Reports
- Incremental Nonparametric Bayesian Regression
- F. Wood, D. H. Grollman, K, A. Heller, O. C. Jenkins, and M. J. Black. Brown University Dept. Computer Science Technical Report CS-08-07, 2008. .bib
Invited Papers
- Discussion of “The Discrete Infinite Logistic Normal Distribution for Mixed-Membership Modeling
- F. Wood, In AISTATS 2011 .bib
Workshop Publications
- Modeling Streaming Data In the Absence of Sufficiency
- F. Wood, In NIPS Nonparametric Bayes Workshop, 2011. .bib
- A Hierarchical, Hierarchical Pitman Yor Process Language Model
- F. Wood and Y.W. Teh, In ICML/UAI Nonparametric Bayes Workshop, 2008. .bib
- Discovering natural kinds of robot sensory experiences in unstructured environments
- D. H. Grollman, O. C. Jenkins, and F. Wood. In NIPS Workshop on Machine Learning Based Robotics in Unstructured Environments, 2005. .bib