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Title
Probabilistic Structured Predictors Shankar Vembu Thomas Gärtner Mario Boley TPM 55 11 0 09 May 2012
Ordinal Boltzmann Machines for Collaborative Filtering Tran The Truyen Dinh Q. Phung Svetha Venkatesh 44 70 0 09 May 2012
Computing Posterior Probabilities of Structural Features in Bayesian Networks Jin Tian Ru He UQCV TPM 41 40 0 09 May 2012
Measuring Inconsistency in Probabilistic Knowledge Bases Matthias Thimm 41 49 0 09 May 2012
Products of Hidden Markov Models: It Takes N>1 to Tango Graham W. Taylor Geoffrey E. Hinton 44 8 0 09 May 2012
Effects of Treatment on the Treated: Identification and Generalization I. Shpitser Judea Pearl CML 54 79 0 09 May 2012
Bisimulation-based Approximate Lifted Inference Prithviraj Sen Amol Deshpande Lise Getoor 42 62 0 09 May 2012
Modeling Discrete Interventional Data using Directed Cyclic Graphical Models Mark W. Schmidt Kevin P. Murphy 74 40 0 09 May 2012
BPR: Bayesian Personalized Ranking from Implicit Feedback Steffen Rendle Christoph Freudenthaler Zeno Gantner Lars Schmidt-Thieme BDL 47 5,282 0 09 May 2012
Regret-based Reward Elicitation for Markov Decision Processes K. Regan Craig Boutilier 44 84 0 09 May 2012
Dynamic Behavioral Mixed-Membership Model for Large Evolving Networks Ryan Rossi Brian Gallagher Jennifer Neville Keith W. Henderson 46 1 0 09 May 2012
Weak Models of Distributed Computing, with Connections to Modal Logic L. Hella Matti Järvisalo Antti Kuusisto Juhana Laurinharju Tuomo Lempiäinen Kerkko Luosto Jukka Suomela Jonni Virtema 61 64 0 09 May 2012
Multiset Estimates and Combinatorial Synthesis Mark Sh. Levin 48 20 0 09 May 2012
Exact Structure Discovery in Bayesian Networks with Less Space P. Parviainen Mikko Koivisto 39 69 0 09 May 2012
Logical Inference Algorithms and Matrix Representations for Probabilistic Conditional Independence Mathias Niepert 68 16 0 09 May 2012
Using the Gene Ontology Hierarchy when Predicting Gene Function S. Mostafavi Q. Morris 45 33 0 09 May 2012
Virtual Vector Machine for Bayesian Online Classification T. Minka Rongjing Xiang Yuan Y. Qi 42 14 0 09 May 2012
Convexifying the Bethe Free Energy Ofer Meshi A. Jaimovich Amir Globerson N. Friedman 55 56 0 09 May 2012
Convergent message passing algorithms - a unifying view Talya Meltzer Amir Globerson Yair Weiss 55 129 0 09 May 2012
Group Sparse Priors for Covariance Estimation Benjamin M. Marlin Mark W. Schmidt Kevin P. Murphy 50 40 0 09 May 2012
Domain Knowledge Uncertainty and Probabilistic Parameter Constraints Yi Mao Guy Lebanon 42 8 0 09 May 2012
Multiple Source Adaptation and the Renyi Divergence Yishay Mansour M. Mohri Afshin Rostamizadeh 37 139 0 09 May 2012
Interpretation and Generalization of Score Matching Siwei Lyu 44 130 0 09 May 2012
Multi-Task Feature Learning Via Efficient l2,1-Norm Minimization Jun Liu Shuiwang Ji Jieping Ye 39 717 0 09 May 2012
M-FISH Karyotyping - A New Approach Based on Watershed Transform K. S. Sreejini A. Lijiya V. Govindan 46 8 0 09 May 2012
Improving Compressed Counting Ping Li 50 11 0 09 May 2012
MAP Estimation of Semi-Metric MRFs via Hierarchical Graph Cuts M. P. Kumar D. Koller 36 39 0 09 May 2012
The Temporal Logic of Causal Structures Samantha Kleinberg B. Mishra CML 31 64 0 09 May 2012
Constraint Processing in Lifted Probabilistic Inference Jacek Kisynski David Poole TPM 38 42 0 09 May 2012
Monolingual Probabilistic Programming Using Generalized Coroutines O. Kiselyov Chung-chieh Shan LRM 42 13 0 09 May 2012
Counting Belief Propagation Kristian Kersting B. Ahmadi Sriraam Natarajan 39 177 0 09 May 2012
Temporal Action-Graph Games: A New Representation for Dynamic Games A. Jiang Kevin Leyton-Brown Avi Pfeffer AI4CE 35 14 0 09 May 2012
MAP Estimation, Message Passing, and Perfect Graphs Tony Jebara 37 31 0 09 May 2012
Identifying confounders using additive noise models Dominik Janzing J. Peters Joris Mooij Bernhard Schölkopf CML 46 66 0 09 May 2012
Bayesian Discovery of Linear Acyclic Causal Models P. Hoyer Antti Hyttinen 37 29 0 09 May 2012
Improved Mean and Variance Approximations for Belief Net Responses via Network Doubling Peter M. Hooper Yasin Abbasi-Yadkori Russell Greiner B. Hoehn 48 6 0 09 May 2012
New inference strategies for solving Markov Decision Processes using reversible jump MCMC Matt Hoffman H. Kück Nando de Freitas Arnaud Doucet 43 36 0 09 May 2012
First-Order Mixed Integer Linear Programming Geoffrey J. Gordon S. Hong Miroslav Dudík LRM 38 29 0 09 May 2012
Distributed Parallel Inference on Large Factor Graphs Joseph E. Gonzalez Yucheng Low Carlos Guestrin D. O'Hallaron GNN LRM 51 65 0 09 May 2012
Censored Exploration and the Dark Pool Problem Kuzman Ganchev Michael Kearns Yuriy Nevmyvaka Jennifer Wortman Vaughan 35 71 0 09 May 2012
Learning Continuous-Time Social Network Dynamics Yu Fan C. Shelton 40 68 0 09 May 2012
Correlated Non-Parametric Latent Feature Models Finale Doshi-Velez Zoubin Ghahramani 47 33 0 09 May 2012
Seeing the Forest Despite the Trees: Large Scale Spatial-Temporal Decision Making Mark Crowley J. Nelson David Poole OffRL 38 2 0 09 May 2012
Complexity Analysis and Variational Inference for Interpretation-based Probabilistic Description Logic Fabio Gagliardi Cozman R. B. Polastro 33 33 0 09 May 2012
L2 Regularization for Learning Kernels Corinna Cortes M. Mohri Afshin Rostamizadeh 39 409 0 09 May 2012
Mean Field Variational Approximation for Continuous-Time Bayesian Networks Ido Cohn T. El-Hay N. Friedman R. Kupferman 40 72 0 09 May 2012
Mixed-mode implementation of PETSc for scalable linear algebra on multi-core processors Michèle Weiland L. Mitchell Gerard Gorman S. Kramer Mark I. Parsons James A. Southern 41 4 0 09 May 2012
Convex Coding David M. Bradley J. Andrew Bagnell 45 25 0 09 May 2012
Multilingual Topic Models for Unaligned Text Jordan L. Boyd-Graber David M. Blei 28 176 0 09 May 2012
Optimization of Structured Mean Field Objectives Alexandre Bouchard-Coté Michael I. Jordan 37 20 0 09 May 2012