Max Welling

2008
46		Ian Porteous, Evgeniy Bart, Max Welling: Multi-HDP: A Non Parametric Bayesian Model for Tensor Factorization. AAAI 2008: 1487-1490
45	EE	Ryan Gomes, Max Welling, Pietro Perona: Incremental learning of nonparametric Bayesian mixture models. CVPR 2008
44	EE	Evgeniy Bart, Ian Porteous, Pietro Perona, Max Welling: Unsupervised learning of visual taxonomies. CVPR 2008
43	EE	Ryan Gomes, Max Welling, Pietro Perona: Memory bounded inference in topic models. ICML 2008: 344-351
42	EE	Ian Porteous, David Newman, Alexander T. Ihler, Arthur Asuncion, Padhraic Smyth, Max Welling: Fast collapsed gibbs sampling for latent dirichlet allocation. KDD 2008: 569-577
41	EE	Arthur Asuncion, Padhraic Smyth, Max Welling: Asynchronous Distributed Learning of Topic Models. NIPS 2008: 81-88
40	EE	Max Welling, Chaitanya Chemudugunta, Nathan Sutter: Deterministic Latent Variable Models and Their Pitfalls. SDM 2008: 196-207
39	EE	Max Welling, Yee Whye Teh, Bert Kappen: Hybrid Variational/Gibbs Collapsed Inference in Topic Models. UAI 2008: 587-594
38	EE	Alex Holub, Max Welling, Pietro Perona: Hybrid Generative-Discriminative Visual Categorization. International Journal of Computer Vision 77(1-3): 239-258 (2008)
2007
37	EE	Max Welling, Joseph J. Lim: A Distributed Message Passing Algorithm for Sensor Localization. ICANN (1) 2007: 767-775
36	EE	Kenichi Kurihara, Max Welling, Yee Whye Teh: Collapsed Variational Dirichlet Process Mixture Models. IJCAI 2007: 2796-2801
35	EE	Yee Whye Teh, Kenichi Kurihara, Max Welling: Collapsed Variational Inference for HDP. NIPS 2007
34	EE	David Newman, Arthur Asuncion, Padhraic Smyth, Max Welling: Distributed Inference for Latent Dirichlet Allocation. NIPS 2007
33	EE	Max Welling, Ian Porteous, Evgeniy Bart: Infinite State Bayes-Nets for Structured Domains. NIPS 2007
32	EE	Max Welling: Product of experts. Scholarpedia 2(10): 3879 (2007)
2006
31	EE	Peter V. Gehler, Alex Holub, Max Welling: The rate adapting poisson model for information retrieval and object recognition. ICML 2006: 337-344
30	EE	Sridevi Parise, Max Welling: Bayesian Model Scoring in Markov Random Fields. NIPS 2006: 1073-1080
29	EE	Yee Whye Teh, David Newman, Max Welling: A Collapsed Variational Bayesian Inference Algorithm for Latent Dirichlet Allocation. NIPS 2006: 1353-1360
28	EE	Kenichi Kurihara, Max Welling, Nikos A. Vlassis: Accelerated Variational Dirichlet Process Mixtures. NIPS 2006: 761-768
27	EE	Max Welling, Kenichi Kurihara: Bayesian K-Means as a "Maximization-Expectation" Algorithm. SDM 2006
26	EE	Max Welling, Sridevi Parise: Bayesian Random Fields: The Bethe-Laplace Approximation. UAI 2006
25	EE	Ian Porteous, Alex Ihter, Padhraic Smyth, Max Welling: Gibbs Sampling for (Coupled) Infinite Mixture Models in the Stick Breaking Representation. UAI 2006
24	EE	Simon Osindero, Max Welling, Geoffrey E. Hinton: Topographic Product Models Applied to Natural Scene Statistics. Neural Computation 18(2): 381-414 (2006)
2005
23	EE	Alex Holub, Max Welling, Pietro Perona: Combining Generative Models and Fisher Kernels for Object Recognition. ICCV 2005: 136-143
22	EE	Peter V. Gehler, Max Welling: Products of Edge-perts. NIPS 2005
21	EE	Max Welling, Thomas P. Minka, Yee Whye Teh: Structured Region Graphs: Morphing EP into GBP. UAI 2005: 609-614
2004
20	EE	Max Welling, Michal Rosen-Zvi, Yee Whye Teh: Approximate inference by Markov chains on union spaces. ICML 2004
19	EE	Max Welling, Michal Rosen-Zvi, Geoffrey E. Hinton: Exponential Family Harmoniums with an Application to Information Retrieval. NIPS 2004
18	EE	Max Welling: On the Choice of Regions for Generalized Belief Propagation. UAI 2004: 585-592
17	EE	Max Welling, Yee Whye Teh: Linear Response Algorithms for Approximate Inference in Graphical Models. Neural Computation 16(1): 197-221 (2004)
2003
16	EE	Max Welling, Felix V. Agakov, Christopher K. I. Williams: Extreme Components Analysis. NIPS 2003
15	EE	Max Welling, Yee Whye Teh: Linear Response for Approximate Inference. NIPS 2003
14	EE	Geoffrey E. Hinton, Max Welling, Andriy Mnih: Wormholes Improve Contrastive Divergence. NIPS 2003
13		Max Welling, Richard S. Zemel, Geoffrey E. Hinton: Efficient Parametric Projection Pursuit Density Estimation. UAI 2003: 575-582
12	EE	Max Welling, Yee Whye Teh: Approximate inference in Boltzmann machines. Artif. Intell. 143(1): 19-50 (2003)
11	EE	Yee Whye Teh, Max Welling, Simon Osindero, Geoffrey E. Hinton: Energy-Based Models for Sparse Overcomplete Representations. Journal of Machine Learning Research 4: 1235-1260 (2003)
2002
10	EE	Max Welling, Geoffrey E. Hinton: A New Learning Algorithm for Mean Field Boltzmann Machines. ICANN 2002: 351-357
9	EE	Max Welling, Geoffrey E. Hinton, Simon Osindero: Learning Sparse Topographic Representations with Products of Student-t Distributions. NIPS 2002: 1359-1366
8	EE	Max Welling, Richard S. Zemel, Geoffrey E. Hinton: Self Supervised Boosting. NIPS 2002: 665-672
2001
7	EE	Yee Whye Teh, Max Welling: The Unified Propagation and Scaling Algorithm. NIPS 2001: 953-960
6	EE	Max Welling, Yee Whye Teh: Belief Optimization for Binary Networks: A Stable Alternative to Loopy Belief Propagation. UAI 2001: 554-561
5		Max Welling, Markus Weber: A Constrained EM Algorithm for Independent Component Analysis. Neural Computation 13(3): 677-689 (2001)
4	EE	Max Welling, Markus Weber: Positive tensor factorization. Pattern Recognition Letters 22(12): 1255-1261 (2001)
2000
3	EE	Markus Weber, Max Welling, Pietro Perona: Towards Automatic Discovery of Object Categories. CVPR 2000: 2101-
2	EE	Markus Weber, Max Welling, Pietro Perona: Unsupervised Learning of Models for Recognition. ECCV (1) 2000: 18-32
1	EE	Markus Weber, Wolfgang Einhäuser, Max Welling, Pietro Perona: Viewpoint-Invariant Learning and Detection of Human Heads. FG 2000: 20-27

Coauthor Index

1	Felix V. Agakov	[16]
2	Arthur Asuncion	[34] [41] [42]
3	Evgeniy Bart	[33] [44] [46]
4	Chaitanya Chemudugunta	[40]
5	Wolfgang Einhäuser	[1]
6	Peter V. Gehler	[22] [31]
7	Ryan Gomes	[43] [45]
8	Geoffrey E. Hinton	[8] [9] [10] [11] [13] [14] [19] [24]
9	Alex Holub	[23] [31] [38]
10	Alexander T. Ihler	[42]
11	Alex Ihter	[25]
12	Bert Kappen	[39]
13	Kenichi Kurihara	[27] [28] [35] [36]
14	Joseph J. Lim	[37]
15	Thomas P. Minka (Tom Minka)	[21]
16	Andriy Mnih	[14]
17	David Newman	[29] [34] [42]
18	Simon Osindero	[9] [11] [24]
19	Sridevi Parise	[26] [30]
20	Pietro Perona	[1] [2] [3] [23] [38] [43] [44] [45]
21	Ian Porteous	[25] [33] [42] [44] [46]
22	Michal Rosen-Zvi	[19] [20]
23	Padhraic Smyth	[25] [34] [41] [42]
24	Nathan Sutter	[40]
25	Yee Whye Teh	[6] [7] [11] [12] [15] [17] [20] [21] [29] [35] [36] [39]
26	Nikos A. Vlassis	[28]
27	Markus Weber	[1] [2] [3] [4] [5]
28	Christopher K. I. Williams	[16]
29	Richard S. Zemel	[8] [13]

Colors in the list of coauthors