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Max Welling

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

Coauthor Index

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

Colors in the list of coauthors

Copyright © Sun May 17 03:24:02 2009 by Michael Ley (ley@uni-trier.de)