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Alexander Ihler
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Fast collapsed gibbs sampling for latent dirichlet allocation
I Porteous, D Newman, A Ihler, A Asuncion, P Smyth, M Welling
Proceedings of the 14th ACM SIGKDD international conference on Knowledge ¡¦, 2008
7982008
Nonparametric belief propagation for self-calibration in sensor networks
AT Ihler, JW Fisher III, RL Moses, AS Willsky
Proceedings of the 3rd international symposium on Information processing in ¡¦, 2004
7872004
Nonparametric belief propagation and facial appearance estimation
EB Sudderth, AT Ihler, WT Freeman, AS Willsky
6082002
Loopy belief propagation: convergence and effects of message errors.
AT Ihler, JW Fisher III, AS Willsky, DM Chickering
Journal of Machine Learning Research 6 (5), 2005
4202005
Variational inference for crowdsourcing
Q Liu, J Peng, AT Ihler
Advances in neural information processing systems 25, 2012
4082012
Adaptive event detection with time-varying poisson processes
A Ihler, J Hutchins, P Smyth
Proceedings of the 12th ACM SIGKDD international conference on Knowledge ¡¦, 2006
3522006
Nonparametric belief propagation
EB Sudderth, AT Ihler, M Isard, WT Freeman, AS Willsky
Communications of the ACM 53 (10), 95-103, 2010
3362010
Brain and muscle Arnt-like protein-1 (BMAL1) controls circadian cell proliferation and susceptibility to UVB-induced DNA damage in the epidermis
M Geyfman, V Kumar, Q Liu, R Ruiz, W Gordon, F Espitia, E Cam, ...
Proceedings of the National Academy of Sciences 109 (29), 11758-11763, 2012
2642012
Distributed fusion in sensor networks
M Cetin, L Chen, JW Fisher, AT Ihler, RL Moses, MJ Wainwright, ...
IEEE Signal Processing Magazine 23 (4), 42-55, 2006
2432006
Circadian clock genes contribute to the regulation of hair follicle cycling
KK Lin, V Kumar, M Geyfman, D Chudova, AT Ihler, P Smyth, R Paus, ...
PLoS genetics 5 (7), e1000573, 2009
1852009
Particle belief propagation
A Ihler, D McAllester
Artificial intelligence and statistics, 256-263, 2009
1782009
A deep neural network modeling framework to reduce bias in satellite precipitation products
Y Tao, X Gao, K Hsu, S Sorooshian, A Ihler
Journal of Hydrometeorology 17 (3), 931-945, 2016
1432016
Efficient multiscale sampling from products of Gaussian mixtures
A Ihler, E Sudderth, W Freeman, A Willsky
Advances in Neural Information Processing Systems 16, 2003
1132003
Learning Scale Free Networks by Reweighted regularization
Q Liu, A Ihler
Proceedings of the Fourteenth International Conference on Artificial ¡¦, 2011
1032011
Variational algorithms for marginal MAP
Q Liu, A Ihler
882013
Time-restricted feeding shifts the skin circadian clock and alters UVB-induced DNA damage
H Wang, E van Spyk, Q Liu, M Geyfman, ML Salmans, V Kumar, A Ihler, ...
Cell reports 20 (5), 1061-1072, 2017
872017
Bounding the Partition Function using Holder's Inequality.
Q Liu, A Ihler
ICML, 849-856, 2011
872011
Fast planar correlation clustering for image segmentation
J Yarkony, A Ihler, CC Fowlkes
Computer Vision–ECCV 2012: 12th European Conference on Computer Vision ¡¦, 2012
852012
A two-stage deep neural network framework for precipitation estimation from bispectral satellite information
Y Tao, K Hsu, A Ihler, X Gao, S Sorooshian
Journal of Hydrometeorology 19 (2), 393-408, 2018
792018
Learning to detect events with markov-modulated poisson processes
A Ihler, J Hutchins, P Smyth
ACM Transactions on Knowledge Discovery from Data (TKDD) 1 (3), 13-es, 2007
792007
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