@INPROCEEDINGS{fisher99b,
author = {{Fisher~III}, J. W. and A. T. Ihler and P. Viola},
editor = {S. A. Solla and T. K. Leen and K-R. M{\"u}ller},
year = 2000,
title = {Learning Informative Statistics: A Nonparametric Approach},
booktitle = {Neural Information Processing Systems 12}
}
@INPROCEEDINGS{ihler01,
author = {A. T. Ihler and J. W. {Fisher~III} and A. S. Willsky},
month = may,
year = 2001,
title = {Nonparametric estimators for online signature authentication},
booktitle = {International Conference on Acoustics, Speech, and Signal Processing}
}
@TECHREPORT{sudderth02,
author = {Erik B. Sudderth and Alexander T. Ihler and William T. Freeman and
Alan S. Willsky},
year = 2002,
title = {Nonparametric Belief Propagation},
number = {MIT//LIDS P-2551},
institution = {MIT, Laboratory for Information and Decision Systems}
}
@INPROCEEDINGS{ihler03a,
author = {A. T. Ihler and J. W. {Fisher~III} and A. S. Willsky},
month = apr,
year = 2003,
title = {Hypothesis testing over factorizations for data association},
booktitle = {Information Processing in Sensor Networks},
pages = {239--253}
}
@INPROCEEDINGS{ihler03b,
author = {Ihler, A. T. and Sudderth, E. B. and Freeman, W. T. and Willsky, A. S.},
year = 2004,
title = {Efficient Multiscale Sampling from Products of {G}aussian Mixtures},
booktitle = {Neural Information Processing Systems 16},
editor = "Sebastian Thrun and Lawrence Saul and Bernhard {Sch\"{o}lkopf}",
publisher = "MIT Press",
address = "Cambridge, MA",
}
@INPROCEEDINGS{sudderth03a,
author = {E. B. Sudderth and A. T. Ihler and W. T. Freeman and A. S. Willsky},
year = 2003,
title = {Nonparametric Belief Propagation},
booktitle = {Computer Vision and Pattern Recognition},
}
@INPROCEEDINGS{ihler04a,
author = {A. T. Ihler and J. W. {Fisher~III} and R. L. Moses and A. S.
Willsky},
year = 2004,
title = {Nonparametric Belief Propagation for Self-Calibration in Sensor
Networks},
booktitle = {Information Processing in Sensor Networks}
}
@INPROCEEDINGS{ihler04b,
author = {A. T. Ihler and J. W. {Fisher~III} and R. L. Moses and A. S.
Willsky},
year = 2004,
title = {Nonparametric Belief Propagation for Sensor Self-Calibration},
booktitle = {International Conference on Acoustics, Speech, and Signal Processing}
}
@ARTICLE{ihler05a,
author = {A. T. Ihler and J. W. {Fisher~III} and R. L. Moses and A. S. Willsky},
year = 2005,
title = {Nonparametric Belief Propagation for Self-Calibration in Sensor
Networks},
journal = {IEEE Journal of Selected Areas in Communication}
volume = 23,
number = 4,
pages = {809--819}
}
@TECHREPORT{ihler04d,
author = {A. T. Ihler and J. W. {Fisher~III} and A. S. Willsky},
year = 2004,
title = {Communication-Constrained Inference},
number = 2601,
institution = {MIT, Laboratory for Information and Decision Systems}
}
@INPROCEEDINGS{ihler04f,
author = {A. T. Ihler and J. W. {Fisher~III} and A. S. Willsky},
year = 2005,
title = {Message Errors in Belief Propagation},
booktitle = {Neural Information Processing Systems 17},
editor = {Lawrence K. Saul and Yair Weiss and {L\'{e}on} Bottou},
publisher = {MIT Press},
address = {Cambridge, MA},
pages = {609-616}
}
@ARTICLE{ihler04g,
author = {A. T. Ihler and J. W. Fisher~III and A. S. Willsky},
month = aug,
year = 2004,
title = {Nonparametric Hypothesis Tests for Statistical Dependency},
journal = {IEEE Transactions on Signal Processing},
volume = 52,
number = 8,
pages = {2234--2249}
}
@ARTICLE{ihler05b,
author = {A. T. Ihler and J. W. Fisher~III and A. S. Willsky},
month = may,
year = 2005,
title = {Loopy Belief Propagation: Convergence and Effects of Message Errors},
journal = {Journal of Machine Learning Research},
volume = 6,
pages = {905--936}
}
@MISC{ihler-kde,
author = {Alexander Ihler},
title = {Kernel Density Estimation Toolbox for Matlab},
url = {http://www.ics.uci.edu/~ihler/code/}
}
@inproceedings{siracusa05,
title = {Estimating Dependency and Significance for High-Dimensional Data},
booktitle = {Proceedings of {ICASSP} 2005 - International Conference on Acoustics, Speech, and Signal Processing},
author = {M. Siracusa and K. Tieu and A. Ihler and J. Fisher and A. Willsky},
year = { 2005 },
location = { Philadelphia (USA) },
pages = {1085--1088},
isbn={0-7803-8874-7}
}
@INPROCEEDINGS{ihler05c,
author = {Ihler, A. T. and J. W. Fisher~III and A. S. Willsky},
month = jul,
year = 2005,
title = {Particle filtering under communications constraints},
booktitle = {Proceedings, IEEE Statistical Signal Processing (SSP)}
}
@ARTICLE{cetin06,
author = {M. Cetin and L. Chen and J. Fisher and A. Ihler and R. Moses and M. Wainwright and A. Willsky},
month = jul,
year = 2006,
title = {Distributed Fusion in Sensor Networks: A graphical models perspective},
journal = {IEEE Signal Processing Magazine},
volume = 23,
number = 4,
pages = {43--55}
}
@INPROCEEDINGS{porteous06,
title = {{G}ibbs sampling for coupled infinite mixture models in the stick-breaking representation},
booktitle = {Proceedings of {UAI} 2006},
author = {I. Porteous and A. Ihler and P. Smyth and M. Welling},
month = jul,
year = 2006,
pages = {385--392},
location = { Boston (USA) }
}
@INPROCEEDINGS{ihler06a,
author = {Alexander Ihler and Jon Hutchins and Padhraic Smyth},
title = {Adaptive event detection with time-varying {P}oisson processes},
booktitle = {KDD '06: Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining},
year = {2006},
isbn = {1-59593-339-5},
pages = {207--216},
location = {Philadelphia, PA, USA},
doi = {http://doi.acm.org/10.1145/1150402.1150428},
publisher = {ACM Press},
address = {New York, NY, USA}
}
@INPROCEEDINGS{ihler06b,
author = {Ihler, A. T. and Smyth, P. J.},
year = 2007,
pages = {625--632},
title = {Learning time-intensity profiles of human activity using non-parametric {B}ayesian models},
booktitle = {Neural Information Processing Systems 19},
editor = {B. Sch\"{o}lkopf and J. Platt and T. Hoffman},
publisher = {MIT Press},
address = {Cambridge, MA}
}
@ARTICLE{ihler07a,
title = {Graphical Models for Statistical Inference and Data Assimilation},
author = {A. Ihler and S. Kirshner and M. Ghil and A. Robertson and P. Smyth},
month = jun,
year = { 2007 },
journal = {Physica D: Nonlinear Phenomena},
volume = 230,
issue = {1--2},
pages = {72--87}
}
@INPROCEEDINGS{ihler07b,
title = {Accuracy bounds for belief propagation},
booktitle = {Proceedings of {UAI} 2007},
author = {Alexander Ihler},
month = jul,
year = 2007
}
@ARTICLE{ihler07c,
author = {Alexander Ihler and Jon Hutchins and Padhraic Smyth},
title = {Learning to detect events with Markov-modulated Poisson processes},
journal = {ACM Trans. Knowl. Discov. Data},
volume = {1},
number = {3},
year = {2007},
issn = {1556--4681},
pages = {13},
doi = {http://doi.acm.org/10.1145/1297332.1297337},
publisher = {ACM},
address = {New York, NY, USA},
}
@incollection{camsap07,
title = {Modeling count data from multiple sensors: a building occupancy model},
author = {Jon Hutchins and Alexander Ihler and Padhraic Smyth},
booktitle = {Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP)},
month= dec,
year = {2007}
}
@inproceedings{uai08,
author = {Umut A. Acar and Alexander T. Ihler and Ramgopal R. Mettu and {\"O}zg{\"u}r S{\"u}mer},
title = {Adaptive inference on general graphical models},
booktitle = {UAI},
year = {2008},
pages = {1--8},
ee = {http://uai2008.cs.helsinki.fi/UAI_camera_ready/acar.pdf},
crossref = {DBLP:conf/uai/2008},
bibsource = {DBLP, http://dblp.uni-trier.de}
}
@incollection{nips07,
title = {Adaptive Bayesian Inference},
author = {Umut Acar and Alexander T. Ihler and Ramgopal R. Mettu and {\"O}zg{\"u}r S{\"u}mer},
booktitle = {Advances in Neural Information Processing Systems 20},
editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
publisher = {MIT Press},
address = {Cambridge, MA},
pages = {1441--1448},
year = {2008}
}
@PHDTHESIS{ihler-thesis,
author = {Alexander T. Ihler},
year = 2005,
title = {Inference in Sensor Networks: Graphical Models and Particle Methods},
school = {MIT}
}
@MASTERSTHESIS{ihler00,
author = {Alexander T. Ihler},
month = dec,
year = 2000,
title = {Maximally Informative Subspaces: Nonparametric Estimation for Dynamical Systems},
school = {MIT}
}
@inproceedings{aistats09,
author = {Alexander Ihler and David McAllester},
title = {Particle Belief Propagation},
booktitle = {Proceedings of the Twelfth International Conference on
Artificial Intelligence and Statistics ({AISTATS}) 2009},
year = {2009},
pages = {256--263},
editor = {D. van Dyk and M. Welling},
publisher = {JMLR: W\&CP 5},
address = {Clearwater Beach, Florida}
}
@inproceedings{porteous08,
author = {Porteous, Ian and Newman, David and Ihler, Alexander and Asuncion, Arthur and Smyth, Padhraic and Welling, Max},
title = {Fast collapsed {G}ibbs sampling for latent {D}irichlet allocation},
booktitle = {KDD '08: Proceeding of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining},
year = {2008},
isbn = {978-1-60558-193-4},
pages = {569--577},
location = {Las Vegas, Nevada, USA},
doi = {http://doi.acm.org/10.1145/1401890.1401960},
publisher = {ACM},
address = {New York, NY, USA},
}
@inproceedings{hutchins08,
author = {Jon Hutchins and Alexander Ihler and Padhraic Smyth},
title = {Probabilistic Analysis of a Large Scale Urban Traffic Sensor Data Set},
booktitle = {Knowledge Discovery from Sensor Data, LNCS \# 5840}
year = {2008},
pages = {94--114},
publisher = {Springer},
doi = {10.1007/978-3-642-12519-5_6}
}
@article{lin09,
author = {Lin, Kevin K. AND Kumar, Vivek AND Geyfman, Mikhail AND Chudova, Darya AND Ihler, Alexander T. AND Smyth, Padhraic AND Paus, Ralf AND Takahashi, Joseph S. AND Andersen, Bogi},
journal = {PLoS Genet},
publisher = {Public Library of Science},
title = {Circadian Clock Genes Contribute to the Regulation of Hair Follicle Cycling},
year = {2009},
month = {07},
volume = {5},
url = {http://dx.doi.org/10.1371%2Fjournal.pgen.1000573},
pages = {e1000573},
number = {7},
doi = {10.1371/journal.pgen.1000573}
}
@incollection{ssp09,
title = {Adaptive Updates for MAP Configurations with Applications to Bioinformatics},
author = {Umut Acar and Alexander T. Ihler and Ramgopal R. Mettu and {\"O}zg{\"u}r S{\"u}mer},
booktitle = {IEEE Statistical Signal Processing (SSP)},
month= aug,
year = {2009}
}
@incollection{allerton09,
title = {A Low Density Lattice Decoder via Non-parametric Belief Propagation},
author = {Danny Bickson and Alexander Ihler and Harel Avissar and Danny Dolev},
booktitle = {Proc. Allerton Conf. on Comm. Control and Comp.},
month= aug,
year = {2009}
}
@TECHREPORT{tr09-06,
author = {Alexander Ihler and David Newman},
year = 2009,
title = {Bounding Sample Errors in Approximate Distributed Latent {D}irichlet Allocation},
number = 09-06,
institution = {Information and Computer Science, University of California, Irvine}
}
@incollection{nips09,
title = {Particle-based Variational Inference for Continuous Systems},
author = {Alexander Ihler and Andrew Frank and Padhraic Smyth},
booktitle = {Advances in Neural Information Processing Systems 22},
editor = {Y. Bengio and D. Schuurmans and J. Lafferty and C. K. I. Williams and A. Culotta},
pages = {826--834},
year = {2009}
}
@article{chudova09,
author = {Darya Chudova and Alexander Ihler and Kevin K. Lin and Bogi Anderson and Padhraic Smyth},
journal = {Bioinformatics},
publisher = {Oxford},
title = {{B}ayesian detection of non-sinusoidal periodic patterns in circadian expression data},
year = {2009},
month = dec,
volume = {25},
number = {23},
pages = {3114--3120},
doi = {10.1093/bioinformatics/btp547}
}
@article{liu10,
author = {Qiang Liu and Kevin K. Lin and Bogi Anderson and Padhraic Smyth and Alexander Ihler},
journal = {Bioinformatics},
publisher = {Oxford},
title = {Estimating Replicate Time-Shifts Using {G}aussian Process Regression},
year = {2010},
month = mar,
volume = {26},
number = {6},
pages = {770--776},
doi = {10.1093/bioinformatics/btq022}
}
@incollection{asuncion10a,
title = {Learning with Blocks: Composite Likelihood and Contrastive Divergence},
author = {Arthur Asuncion and Qiang Liu and Alexander Ihler and Padhraic Smyth},
booktitle = {Proceedings of the Thirteenth International Conference on
Artificial Intelligence and Statistics ({AISTATS}) 2010},
year = {2010},
pages = {0--0},
editor = {},
publisher = {JMLR: W\&CP 5},
address = {}
}
@incollection{asuncion10b,
title = {Particle Filtered MCMC-MLE with Connections to Contrastive Divergence},
author = {Arthur Asuncion and Qiang Liu and Alexander Ihler and Padhraic Smyth},
booktitle = {International Conference on Machine Learning (ICML)},
month= june,
year = {2010},
address = {Haifa, Israel}
}
@incollection{yarkony10,
title = {Covering Trees and Lower Bounds on Quadratic Assignment},
author = {Julian Yarkony and Charless Fowlkes and Alexander Ihler},
booktitle = {Computer Vision and Pattern Recognition (CVPR)},
month= june,
year = 2010,
address = {San Francisco, CA, USA}
}
@incollection{liu10b,
title = {Negative Tree-reweighted Belief Propagation},
author = {Qiang Liu and Alexander Ihler},
booktitle = {Uncertainty in Artificial Intelligence (UAI)},
month= july,
year = 2010,
address = {Catalina Island, CA, USA}
}
@article{sudderth10,
author = {Erik Sudderth and Alexander Ihler and Michael Isard and William Freeman and Alan Willsky},
journal = {Communications of the ACM},
title = {Nonparametric Belief Propagation},
year = 2010,
month = oct,
volume = {53},
number = {10},
pages = {95--103},
}
@ARTICLE{tkde11,
author={Ihler, A. and Newman, D.},
journal={Knowledge and Data Engineering, IEEE Transactions on},
title={Understanding Errors in Approximate Distributed Latent Dirichlet Allocation},
year={2011},
month={ },
volume={PP},
number={99},
pages={1},
keywords={},
doi={10.1109/TKDE.2011.29},
ISSN={1041-4347},
}
@incollection{liu11c,
title = {Learning scale free networks by reweighted {L1} regularization},
author = {Qiang Liu and Alexander Ihler},
booktitle = {AI \& Statistics},
month=apr,
year =2011,
pages = {40-48},
publisher = {JMLR: W\&CP 15},
address = {Ft. Lauderdale, FL, USA}
}
@incollection{xu11,
title = {Multicore Gibbs Sampling in Dense, Unstructured Graphs},
author = {Tianbing Xu and Alexander Ihler},
booktitle = {AI \& Statistics},
month=apr,
year =2011,
pages = {798-806},
publisher = {JMLR: W\&CP 15},
address = {Ft. Lauderdale, FL, USA}
}
@incollection{foulds11,
title = {Revisiting MAP Estimation, Message Passing and Perfect Graphs},
author = {James Foulds and Nicholas Navaroli and Padhraic Smyth and Alexander Ihler},
booktitle = {AI \& Statistics},
month=apr,
year =2011,
pages = {278-286},
publisher = {JMLR: W\&CP 15},
address = {Ft. Lauderdale, FL, USA}
}
@article{bickson11,
author = {Danny Bickson and Dror Baron and Alexander Ihler and Harald Avissar and Danny Dolev},
title = {Fault Detection via Nonparametric Belief Propagation},
journal = {IEEE Trans. Signal Process.},
year = {2011},
month = jun,
volume = {59},
number = {6},
pages = {2602-2613},
}
@incollection{sumer11,
title = {Fast parallel and adaptive updates for dual-decomposition solvers},
author = {\"Ozg\"ur S\"umer and Acar, Umut A. and Alexander Ihler and Mettu, Ramgopal R.}
booktitle = {Conf. on Artificial Intelligence (AAAI)},
month=aug,
year =2011,
pages = {1076--1082},
address = {San Francisco, CA, USA},
}
@InProceedings{liu11d,
author = {Qiang Liu and Alexander Ihler},
title = {Bounding the Partition Function using H\"older's Inequality },
booktitle = {Proceedings of the 28th International Conference on Machine Learning (ICML-11)},
series = {ICML '11},
year = {2011},
editor = {Lise Getoor and Tobias Scheffer},
location = {Bellevue, Washington, USA},
isbn = {978-1-4503-0619-5},
month = {June},
publisher = {ACM},
address = {New York, NY, USA},
pages= {849--856},
}
@incollection{liu11e,
title = {Variational algorithms for marginal {MAP}},
author = {Qiang Liu and Alexander Ihler},
booktitle = {Uncertainty in Artificial Intelligence (UAI)},
fullbooktitle = {Proceedings of the Twenty-Seventh Annual Conference on Uncertainty in Artificial Intelligence (UAI-11)},
month= july,
year = 2011,
location = {Barcelona, Spain}
publisher = "AUAI Press",
address = "Corvallis, Oregon",
pages = "453-462"
}
@incollection{yarkony11a,
title = {Planar cycle covering graphs},
author = {Julian Yarkony and Alexander Ihler and Charless Fowlkes},
booktitle = {Uncertainty in Artificial Intelligence (UAI)},
fullbooktitle = {Proceedings of the Twenty-Seventh Annual Conference on Uncertainty in Artificial Intelligence (UAI-11)},
month= july,
year = 2011,
location = {Barcelona, Spain}
publisher = "AUAI Press",
address = "Corvallis, Oregon",
pages = "761-769"
}
@incollection{yarkony11b,
title = {Tightening {MRF} relaxations with planar subproblems},
author = {Julian Yarkony and Ragib Morshed and Alexander Ihler and Charless Fowlkes},
booktitle = {Uncertainty in Artificial Intelligence (UAI)},
fullbooktitle = {Proceedings of the Twenty-Seventh Annual Conference on Uncertainty in Artificial Intelligence (UAI-11)},
month= july,
year = 2011,
location = {Barcelona, Spain}
publisher = "AUAI Press",
address = "Corvallis, Oregon",
pages = "770-777"
}
@article{sumer11b,
author = {{\"Ozg\"ur S\"umer and Acar, Umut A. and Alexander Ihler and Mettu, Ramgopal R.},
title = {Adaptive Exact Inference in Graphical Models},
journal = {Journal of Machine Learning Research},
year = {2011},
month = nov,
volume = {12},
pages = {3147-3186},
}
@incollection{flerova11,
title = {Mini-bucket Elimination with Moment Matching},
author = {Natasha Flerova and Alexander Ihler and Rina Dechter and Lars Otten},
booktitle = {NIPS Workshop on Discrete Optimization (DiscML)},
month=dec,
year =2011,
}
@incollection{liu12a,
title = {Distributed Parameter Estimation via Pseudo-likelihood},
author = {Qiang Liu and Alexander Ihler},
booktitle = {International Conference on Machine Learning (ICML)},
month=jun,
year = 2012,
pages = { },
address = { }
}
@incollection{cheng12,
title = {Approximating the Sum Operation for Marginal-MAP Inference},
author = {Qiang Cheng and Feng Chen and Jianwu Dong and Wenli Xu and Alexander Ihler},
booktitle = {Conf. on Artificial Intelligence (AAAI)},
month=jul,
year = 2012,
pages = { },
address = { }
}
@incollection{frank12,
title = {A Graphical Model Representation of the Track-Oriented Multiple Hypothesis Tracker},
author = {Andrew Frank and Padhraic Smyth and Alexander Ihler},
booktitle = {Proceedings, IEEE Statistical Signal Processing (SSP)},
month=aug,
year =2012,
pages = { },
address = { }
}
@incollection{liu12b,
title = {Belief Propagation for Structured Decision Making},
author = {Qiang Liu and Alexander Ihler},
booktitle = {Uncertainty in Artificial Intelligence (UAI)},
fullbooktitle = {Proceedings of the Twenty-Eight Annual Conference on Uncertainty in Artificial Intelligence (UAI-12)},
month= aug,
year = 2012,
location = {Catalina Island, USA}
publisher = "AUAI Press",
address = "Corvallis, Oregon",
pages = ""
}
@incollection{welling12a,
title = {A Cluster-Cumulant Expansion at the Fixed Points of Belief Propagation},
author = {Max Welling and Andrew Gelfand and Alexander Ihler},
booktitle = {Uncertainty in Artificial Intelligence (UAI)},
fullbooktitle = {Proceedings of the Twenty-Eight Annual Conference on Uncertainty in Artificial Intelligence (UAI-12)},
month= aug,
year = 2012,
location = {Catalina Island, USA}
publisher = "AUAI Press",
address = "Corvallis, Oregon",
pages = ""
}
@incollection{ihler12a,
title = {Join-graph based cost-shifting schemes},
author = {Alexander Ihler and Natalia Flerova and Rina Dechter and Lars Otten},
booktitle = {Uncertainty in Artificial Intelligence (UAI)},
fullbooktitle = {Proceedings of the Twenty-Eight Annual Conference on Uncertainty in Artificial Intelligence (UAI-12)},
month= aug,
year = 2012,
location = {Catalina Island, USA}
publisher = "AUAI Press",
address = "Corvallis, Oregon",
pages = ""
}