Alexander Ihler

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Qiang LiuAssociate Professor of Computer Science, UT AustinVerified email at cs.utexas.edu
Alan S. WillskyProfessor of EECS, MITVerified email at mit.edu
Padhraic SmythDistinguished Professor, Computer Science, University of California IrvineVerified email at ics.uci.edu
John W. Fisher IIISenior Research Scientist, Massachusetts Institute of TechnologyVerified email at csail.mit.edu
Rina DechterUniversity of California, IrvineVerified email at ics.uci.edu
Randolph L. (Randy) MosesProfessor Emeritus of Electrical and Computer Engineering, The Ohio State UniversityVerified email at osu.edu
Mikhail GeyfmanAllerganVerified email at Allergan.com
Radu MarinescuIBM ResearchVerified email at ie.ibm.com
soroosh sorooshianProfessor of Civil Engineering, UC IrvineVerified email at uci.edu
William T. FreemanProfessor of Computer Science, MITVerified email at mit.edu
Erik B. SudderthProfessor of Computer Science, UC IrvineVerified email at uci.edu
Max WellingCAIO CuspAI & Professor Machine Learning, University of AmsterdamVerified email at uva.nl
David NewmanResearch Faculty, Computer Science, University of California IrvineVerified email at uci.edu
Yumeng TaoUniversity of California IrvineVerified email at uci.edu
Charless FowlkesDepartment of Computer Science, University of California, IrvineVerified email at ics.uci.edu
Jian PengHelixonVerified email at helixon.com
Umut A. AcarCarnegie Mellon University, Department of Computer ScienceVerified email at cs.cmu.edu
Ramgopal MettuAssociate Professor of Computer Science, Tulane UniversityVerified email at tulane.edu
Mujdat CetinUniversity of RochesterVerified email at rochester.edu
Wei PingPrincipal Research Scientist, NVIDIAVerified email at nvidia.com

Alexander Ihler

University of California, Irvine

Verified email at ics.uci.edu - Homepage

Artificial Intelligence Machine Learning Applied Statistics


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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	815	2008
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	804	2004
Nonparametric belief propagation and facial appearance estimation EB Sudderth, AT Ihler, WT Freeman, AS Willsky	594	2002
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	434	2005
Variational inference for crowdsourcing Q Liu, J Peng, AT Ihler Advances in neural information processing systems 25, 2012	420	2012
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	367	2006
Nonparametric belief propagation EB Sudderth, AT Ihler, M Isard, WT Freeman, AS Willsky Communications of the ACM 53 (10), 95-103, 2010	344	2010
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	281	2012
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	243	2006
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	197	2009
Particle belief propagation A Ihler, D McAllester Artificial intelligence and statistics, 256-263, 2009	183	2009
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	153	2016
Efficient multiscale sampling from products of Gaussian mixtures A Ihler, E Sudderth, W Freeman, A Willsky Advances in Neural Information Processing Systems 16, 2003	115	2003
Learning Scale Free Networks by Reweighted regularization Q Liu, A Ihler Proceedings of the Fourteenth International Conference on Artificial …, 2011	106	2011
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	98	2017
Bounding the Partition Function using Holder's Inequality. Q Liu, A Ihler ICML, 849-856, 2011	91	2011
Variational algorithms for marginal MAP Q Liu, A Ihler	90	2013
Fast planar correlation clustering for image segmentation J Yarkony, A Ihler, CC Fowlkes Computer Vision–ECCV 2012: 12th European Conference on Computer Vision …, 2012	88	2012
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	86	2018
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	81	2007

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