| 2009 |
| 15 | EE | Danny Bickson,
Alexander T. Ihler,
Danny Dolev:
A Low Density Lattice Decoder via Non-Parametric Belief Propagation
CoRR abs/0901.3197: (2009) |
| 2008 |
| 14 | EE | Ian Porteous,
David Newman,
Alexander T. Ihler,
Arthur Asuncion,
Padhraic Smyth,
Max Welling:
Fast collapsed gibbs sampling for latent dirichlet allocation.
KDD 2008: 569-577 |
| 13 | EE | Umut A. Acar,
Alexander T. Ihler,
Ramgopal R. Mettu,
Özgür Sümer:
Adaptive inference on general graphical models.
UAI 2008: 1-8 |
| 2007 |
| 12 | EE | Özgür Sümer,
Umut A. Acar,
Alexander T. Ihler,
Ramgopal R. Mettu:
Efficient Bayesian Inference for Dynamically Changing Graphs.
NIPS 2007 |
| 11 | EE | Alexander T. Ihler,
Jon Hutchins,
Padhraic Smyth:
Learning to detect events with Markov-modulated poisson processes.
TKDD 1(3): (2007) |
| 2006 |
| 10 | EE | Alexander T. Ihler,
Jon Hutchins,
Padhraic Smyth:
Adaptive event detection with time-varying poisson processes.
KDD 2006: 207-216 |
| 9 | EE | Alexander T. Ihler,
Padhraic Smyth:
Learning Time-Intensity Profiles of Human Activity using Non-Parametric Bayesian Models.
NIPS 2006: 625-632 |
| 2005 |
| 8 | EE | Alexander T. Ihler,
John W. Fisher III,
Randolph L. Moses,
Alan S. Willsky:
Nonparametric belief propagation for self-localization of sensor networks.
IEEE Journal on Selected Areas in Communications 23(4): 809-819 (2005) |
| 7 | EE | Alexander T. Ihler,
John W. Fisher III,
Alan S. Willsky:
Loopy Belief Propagation: Convergence and Effects of Message Errors.
Journal of Machine Learning Research 6: 905-936 (2005) |
| 2004 |
| 6 | EE | Alexander T. Ihler,
John W. Fisher III,
Randolph L. Moses,
Alan S. Willsky:
Nonparametric belief propagation for self-calibration in sensor networks.
IPSN 2004: 225-233 |
| 5 | EE | Alexander T. Ihler,
John W. Fisher III,
Alan S. Willsky:
Message Errors in Belief Propagation.
NIPS 2004 |
| 2003 |
| 4 | EE | Erik B. Sudderth,
Alexander T. Ihler,
William T. Freeman,
Alan S. Willsky:
Nonparametric Belief Propagation.
CVPR (1) 2003: 605-612 |
| 3 | EE | Alexander T. Ihler,
John W. Fisher III,
Alan S. Willsky:
Hypothesis Testing over Factorizations for Data Association.
IPSN 2003: 239-253 |
| 2 | EE | Alexander T. Ihler,
Erik B. Sudderth,
William T. Freeman,
Alan S. Willsky:
Efficient Multiscale Sampling from Products of Gaussian Mixtures.
NIPS 2003 |
| 1999 |
| 1 | EE | John W. Fisher III,
Alexander T. Ihler,
Paul A. Viola:
Learning Informative Statistics: A Nonparametnic Approach.
NIPS 1999: 900-906 |