Erik B. Sudderth

2008
15	EE	Emily B. Fox, Erik B. Sudderth, Michael I. Jordan, Alan S. Willsky: An HDP-HMM for systems with state persistence. ICML 2008: 312-319
14	EE	Erik B. Sudderth, Michael I. Jordan: Shared Segmentation of Natural Scenes Using Dependent Pitman-Yor Processes. NIPS 2008: 1585-1592
13	EE	Emily B. Fox, Erik B. Sudderth, Michael I. Jordan, Alan S. Willsky: Nonparametric Bayesian Learning of Switching Linear Dynamical Systems. NIPS 2008: 457-464
12	EE	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)
11	EE	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
10	EE	Jyri J. Kivinen, Erik B. Sudderth, Michael I. Jordan: Learning Multiscale Representations of Natural Scenes Using Dirichlet Processes. ICCV 2007: 1-8
9	EE	Jyri J. Kivinen, Erik B. Sudderth, Michael I. Jordan: Image Denoising with Nonparametric Hidden Markov Trees. ICIP (3) 2007: 121-124
8	EE	Erik B. Sudderth, Martin J. Wainwright, Alan S. Willsky: Loop Series and Bethe Variational Bounds in Attractive Graphical Models. NIPS 2007
2006
7	EE	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
6	EE	Erik B. Sudderth, Antonio B. Torralba, William T. Freeman, Alan S. Willsky: Learning Hierarchical Models of Scenes, Objects, and Parts. ICCV 2005: 1331-1338
5	EE	Erik B. Sudderth, Antonio B. Torralba, William T. Freeman, Alan S. Willsky: Describing Visual Scenes using Transformed Dirichlet Processes. NIPS 2005
2004
4	EE	Erik B. Sudderth, Michael I. Mandel, William T. Freeman, Alan S. Willsky: Distributed Occlusion Reasoning for Tracking with Nonparametric Belief Propagation. NIPS 2004
2003
3	EE	Erik B. Sudderth, Alexander T. Ihler, William T. Freeman, Alan S. Willsky: Nonparametric Belief Propagation. CVPR (1) 2003: 605-612
2	EE	Alexander T. Ihler, Erik B. Sudderth, William T. Freeman, Alan S. Willsky: Efficient Multiscale Sampling from Products of Gaussian Mixtures. NIPS 2003
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	[12]
2	Philipp Cimiano	[12]
3	Dmitri A. Dolgov	[12]
4	Emily B. Fox	[13] [15]
5	William T. Freeman	[2] [3] [4] [5] [6] [7] [11]
6	James A. Hendler (Jim Hendler)	[12]
7	Alexander T. Ihler	[2] [3]
8	Michael I. Jordan	[9] [10] [13] [14] [15]
9	Jyri J. Kivinen	[9] [10]
10	Anat Levin	[12]
11	Michael I. Mandel	[4]
12	Peter Mika	[12]
13	Brian Milch	[12]
14	Louis-Philippe Morency	[12]
15	Boris Motik	[12]
16	Jennifer Neville	[12]
17	Antonio B. Torralba	[5] [6] [7] [11]
18	Martin J. Wainwright	[1] [8]
19	Alan S. Willsky	[1] [2] [3] [4] [5] [6] [7] [8] [11] [13] [15]