Max Welling

	2009
49		Max Welling: Herding dynamical weights to learn. ICML 2009: 141
48		Yutian Chen, Max Welling: Bayesian Extreme Components Analysis. IJCAI 2009: 1022-1027
47		Kenichi Kurihara, Max Welling: Bayesian k-Means as a "Maximization-Expectation" Algorithm. Neural Computation 21(4): 1145-1172 (2009)
	2008
46		Ian Porteous, Evgeniy Bart, Max Welling: Multi-HDP: A Non Parametric Bayesian Model for Tensor Factorization. AAAI 2008: 1487-1490
45		Ryan Gomes, Max Welling, Pietro Perona: Incremental learning of nonparametric Bayesian mixture models. CVPR 2008
44		Evgeniy Bart, Ian Porteous, Pietro Perona, Max Welling: Unsupervised learning of visual taxonomies. CVPR 2008
43		Ryan Gomes, Max Welling, Pietro Perona: Memory bounded inference in topic models. ICML 2008: 344-351
42		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		Arthur Asuncion, Padhraic Smyth, Max Welling: Asynchronous Distributed Learning of Topic Models. NIPS 2008: 81-88
40		Max Welling, Chaitanya Chemudugunta, Nathan Sutter: Deterministic Latent Variable Models and Their Pitfalls. SDM 2008: 196-207
39		Max Welling, Yee Whye Teh, Bert Kappen: Hybrid Variational/Gibbs Collapsed Inference in Topic Models. UAI 2008: 587-594
38		Alex Holub, Max Welling, Pietro Perona: Hybrid Generative-Discriminative Visual Categorization. International Journal of Computer Vision 77(1-3): 239-258 (2008)
	2007
37		Max Welling, Joseph J. Lim: A Distributed Message Passing Algorithm for Sensor Localization. ICANN (1) 2007: 767-775
36		Kenichi Kurihara, Max Welling, Yee Whye Teh: Collapsed Variational Dirichlet Process Mixture Models. IJCAI 2007: 2796-2801
35		Yee Whye Teh, Kenichi Kurihara, Max Welling: Collapsed Variational Inference for HDP. NIPS 2007
34		David Newman, Arthur Asuncion, Padhraic Smyth, Max Welling: Distributed Inference for Latent Dirichlet Allocation. NIPS 2007
33		Max Welling, Ian Porteous, Evgeniy Bart: Infinite State Bayes-Nets for Structured Domains. NIPS 2007
32		Max Welling: Product of experts. Scholarpedia 2(10): 3879 (2007)
	2006
31		Peter V. Gehler, Alex Holub, Max Welling: The rate adapting poisson model for information retrieval and object recognition. ICML 2006: 337-344
30		Sridevi Parise, Max Welling: Bayesian Model Scoring in Markov Random Fields. NIPS 2006: 1073-1080
29		Yee Whye Teh, David Newman, Max Welling: A Collapsed Variational Bayesian Inference Algorithm for Latent Dirichlet Allocation. NIPS 2006: 1353-1360
28		Kenichi Kurihara, Max Welling, Nikos A. Vlassis: Accelerated Variational Dirichlet Process Mixtures. NIPS 2006: 761-768
27		Max Welling, Kenichi Kurihara: Bayesian K-Means as a "Maximization-Expectation" Algorithm. SDM 2006
26		Max Welling, Sridevi Parise: Bayesian Random Fields: The Bethe-Laplace Approximation. UAI 2006
25		Ian Porteous, Alex Ihter, Padhraic Smyth, Max Welling: Gibbs Sampling for (Coupled) Infinite Mixture Models in the Stick Breaking Representation. UAI 2006
24		Simon Osindero, Max Welling, Geoffrey E. Hinton: Topographic Product Models Applied to Natural Scene Statistics. Neural Computation 18(2): 381-414 (2006)
	2005
23		Alex Holub, Max Welling, Pietro Perona: Combining Generative Models and Fisher Kernels for Object Recognition. ICCV 2005: 136-143
22		Peter V. Gehler, Max Welling: Products of Edge-perts. NIPS 2005
21		Max Welling, Thomas P. Minka, Yee Whye Teh: Structured Region Graphs: Morphing EP into GBP. UAI 2005: 609-614
	2004
20		Max Welling, Michal Rosen-Zvi, Yee Whye Teh: Approximate inference by Markov chains on union spaces. ICML 2004
19		Max Welling, Michal Rosen-Zvi, Geoffrey E. Hinton: Exponential Family Harmoniums with an Application to Information Retrieval. NIPS 2004
18		Max Welling: On the Choice of Regions for Generalized Belief Propagation. UAI 2004: 585-592
17		Max Welling, Yee Whye Teh: Linear Response Algorithms for Approximate Inference in Graphical Models. Neural Computation 16(1): 197-221 (2004)
	2003
16		Max Welling, Felix V. Agakov, Christopher K. I. Williams: Extreme Components Analysis. NIPS 2003
15		Max Welling, Yee Whye Teh: Linear Response for Approximate Inference. NIPS 2003
14		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		Max Welling, Yee Whye Teh: Approximate inference in Boltzmann machines. Artif. Intell. 143(1): 19-50 (2003)
11		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		Max Welling, Geoffrey E. Hinton: A New Learning Algorithm for Mean Field Boltzmann Machines. ICANN 2002: 351-357
9		Max Welling, Geoffrey E. Hinton, Simon Osindero: Learning Sparse Topographic Representations with Products of Student-t Distributions. NIPS 2002: 1359-1366
8		Max Welling, Richard S. Zemel, Geoffrey E. Hinton: Self Supervised Boosting. NIPS 2002: 665-672
	2001
7		Yee Whye Teh, Max Welling: The Unified Propagation and Scaling Algorithm. NIPS 2001: 953-960
6		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		Max Welling, Markus Weber: Positive tensor factorization. Pattern Recognition Letters 22(12): 1255-1261 (2001)
	2000
3		Markus Weber, Max Welling, Pietro Perona: Towards Automatic Discovery of Object Categories. CVPR 2000: 2101-
2		Markus Weber, Max Welling, Pietro Perona: Unsupervised Learning of Models for Recognition. ECCV (1) 2000: 18-32
1		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	Yutian Chen	[48]
6	Wolfgang Einhäuser	[1]
7	Peter V. Gehler	[22] [31]
8	Ryan Gomes	[43] [45]
9	Geoffrey E. Hinton	[8] [9] [10] [11] [13] [14] [19] [24]
10	Alex Holub	[23] [31] [38]
11	Alexander T. Ihler	[42]
12	Alex Ihter	[25]
13	Bert Kappen	[39]
14	Kenichi Kurihara	[27] [28] [35] [36] [47]
15	Joseph J. Lim	[37]
16	Thomas P. Minka (Tom Minka)	[21]
17	Andriy Mnih	[14]
18	David Newman	[29] [34] [42]
19	Simon Osindero	[9] [11] [24]
20	Sridevi Parise	[26] [30]
21	Pietro Perona	[1] [2] [3] [23] [38] [43] [44] [45]
22	Ian Porteous	[25] [33] [42] [44] [46]
23	Michal Rosen-Zvi	[19] [20]
24	Padhraic Smyth	[25] [34] [41] [42]
25	Nathan Sutter	[40]
26	Yee Whye Teh	[6] [7] [11] [12] [15] [17] [20] [21] [29] [35] [36] [39]
27	Nikos A. Vlassis	[28]
28	Markus Weber	[1] [2] [3] [4] [5]
29	Christopher K. I. Williams	[16]
30	Richard S. Zemel	[8] [13]

Colors in the list of coauthors