Erik B. Sudderth

	2008
16		Emily B. Fox, Erik B. Sudderth, Michael I. Jordan, Alan S. Willsky: An HDP-HMM for systems with state persistence. ICML 2008: 312-319
15		Erik B. Sudderth, Michael I. Jordan: Shared Segmentation of Natural Scenes Using Dependent Pitman-Yor Processes. NIPS 2008: 1585-1592
14		Emily B. Fox, Erik B. Sudderth, Michael I. Jordan, Alan S. Willsky: Nonparametric Bayesian Learning of Switching Linear Dynamical Systems. NIPS 2008: 457-464
13		James A. Hendler, Philipp Cimiano, Dmitri A. Dolgov, Anat Levin, Peter Mika, Brian Milch, Louis-Philippe Morency, Boris Motik, Jennifer Neville, Erik B. Sudderth, Luis von Ahn: AI's 10 to Watch. IEEE Intelligent Systems 23(3): 9-19 (2008)
12		Erik B. Sudderth, Antonio B. Torralba, William T. Freeman, Alan S. Willsky: Describing Visual Scenes Using Transformed Objects and Parts. International Journal of Computer Vision 77(1-3): 291-330 (2008)
	2007
11		Jyri J. Kivinen, Erik B. Sudderth, Michael I. Jordan: Learning Multiscale Representations of Natural Scenes Using Dirichlet Processes. ICCV 2007: 1-8
10		Jyri J. Kivinen, Erik B. Sudderth, Michael I. Jordan: Image Denoising with Nonparametric Hidden Markov Trees. ICIP (3) 2007: 121-124
9		Erik B. Sudderth, Martin J. Wainwright, Alan S. Willsky: Loop Series and Bethe Variational Bounds in Attractive Graphical Models. NIPS 2007
	2006
8		Erik B. Sudderth, Antonio B. Torralba, William T. Freeman, Alan S. Willsky: Depth from Familiar Objects: A Hierarchical Model for 3D Scenes. CVPR (2) 2006: 2410-2417
	2005
7		Erik B. Sudderth, Antonio B. Torralba, William T. Freeman, Alan S. Willsky: Learning Hierarchical Models of Scenes, Objects, and Parts. ICCV 2005: 1331-1338
6		Erik B. Sudderth, Antonio B. Torralba, William T. Freeman, Alan S. Willsky: Describing Visual Scenes using Transformed Dirichlet Processes. NIPS 2005
	2004
5		Erik B. Sudderth, Michael I. Mandel, William T. Freeman, Alan S. Willsky: Distributed Occlusion Reasoning for Tracking with Nonparametric Belief Propagation. NIPS 2004
	2003
4		Erik B. Sudderth, Alexander T. Ihler, William T. Freeman, Alan S. Willsky: Nonparametric Belief Propagation. CVPR (1) 2003: 605-612
3		Alexander T. Ihler, Erik B. Sudderth, William T. Freeman, Alan S. Willsky: Efficient Multiscale Sampling from Products of Gaussian Mixtures. NIPS 2003
	2002
2		John W. Fisher III, Martin J. Wainwright, Erik B. Sudderth, Alan S. Willsky: Statistical and Information-Theoretic Methods for Self-Organization and Fusion of Multimodal, Networked Sensors. IJHPCA 16(3): 337-353 (2002)
	2000
1		Martin J. Wainwright, Erik B. Sudderth, Alan S. Willsky: Tree-Based Modeling and Estimation of Gaussian Processes on Graphs with Cycles. NIPS 2000: 661-667

Coauthor Index

1	Luis von Ahn	[13]
2	Philipp Cimiano	[13]
3	Dmitri A. Dolgov	[13]
4	John W. Fisher III	[2]
5	Emily B. Fox	[14] [16]
6	William T. Freeman	[3] [4] [5] [6] [7] [8] [12]
7	James A. Hendler (Jim Hendler)	[13]
8	Alexander T. Ihler	[3] [4]
9	Michael I. Jordan	[10] [11] [14] [15] [16]
10	Jyri J. Kivinen	[10] [11]
11	Anat Levin	[13]
12	Michael I. Mandel	[5]
13	Peter Mika	[13]
14	Brian Milch	[13]
15	Louis-Philippe Morency	[13]
16	Boris Motik	[13]
17	Jennifer Neville	[13]
18	Antonio B. Torralba	[6] [7] [8] [12]
19	Martin J. Wainwright	[1] [2] [9]
20	Alan S. Willsky	[1] [2] [3] [4] [5] [6] [7] [8] [9] [12] [14] [16]