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Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Nikos Karampatziakis, John Langford |
Online Importance Weight Aware Updates.  |
UAI  |
2011 |
DBLP BibTeX RDF |
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| 1 | Mark Schmidt, Karteek Alahari |
Generalized Fast Approximate Energy Minimization via Graph Cuts: a-Expansion b-Shrink Moves. |
UAI |
2011 |
DBLP BibTeX RDF |
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| 1 | Andrew Gordon Wilson, Zoubin Ghahramani |
Generalised Wishart Processes. |
UAI |
2011 |
DBLP BibTeX RDF |
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| 1 | Antti Hyttinen, Frederick Eberhardt, Patrik O. Hoyer |
Noisy-OR Models with Latent Confounding. |
UAI |
2011 |
DBLP BibTeX RDF |
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| 1 | Scott Sanner, Karina Valdivia Delgado, Leliane Nunes de Barros |
Symbolic Dynamic Programming for Discrete and Continuous State MDPs. |
UAI |
2011 |
DBLP BibTeX RDF |
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| 1 | Maomi Ueno |
Robust learning Bayesian networks for prior belief. |
UAI |
2011 |
DBLP BibTeX RDF |
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| 1 | David Pennock, Lirong Xia |
Price Updating in Combinatorial Prediction Markets with Bayesian Networks. |
UAI |
2011 |
DBLP BibTeX RDF |
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| 1 | Kareem Amin, Michael Kearns, Umar Syed |
Graphical Models for Bandit Problems. |
UAI |
2011 |
DBLP BibTeX RDF |
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| 1 | Benjamin M. Marlin, Nando de Freitas |
Asymptotic Efficiency of Deterministic Estimators for Discrete Energy-Based Models: Ratio Matching and Pseudolikelihood. |
UAI |
2011 |
DBLP BibTeX RDF |
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| 1 | Vibhav Gogate, Pedro Domingos |
Probabilistic Theorem Proving. |
UAI |
2011 |
DBLP BibTeX RDF |
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| 1 | Jonathan Huang, Ashish Kapoor, Carlos Guestrin |
Efficient Probabilistic Inference with Partial Ranking Queries. |
UAI |
2011 |
DBLP BibTeX RDF |
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| 1 | SangIn Chun, Ross D. Shachter |
Strictly Proper Mechanisms with Cooperating Players. |
UAI |
2011 |
DBLP BibTeX RDF |
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| 1 | Alex Kulesza, Ben Taskar |
Learning Determinantal Point Processes. |
UAI |
2011 |
DBLP BibTeX RDF |
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| 1 | Inma Tur, Robert Castelo |
Learning mixed graphical models from data with p larger than n. |
UAI |
2011 |
DBLP BibTeX RDF |
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| 1 | Nima Reyhani, Hideitsu Hino, Ricardo Vigário |
New Probabilistic Bounds on Eigenvalues and Eigenvectors of Random Kernel Matrices. |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Ruggiero Cavallo |
Incentives in Group Decision-Making With Uncertainty and Subjective Beliefs. |
UAI |
2011 |
DBLP BibTeX RDF |
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| 1 | Volodymyr Mnih, Hugo Larochelle, Geoffrey E. Hinton |
Conditional Restricted Boltzmann Machines for Structured Output Prediction. |
UAI |
2011 |
DBLP BibTeX RDF |
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| 1 | Uri Heinemann, Amir Globerson |
What Cannot be Learned with Bethe Approximations. |
UAI |
2011 |
DBLP BibTeX RDF |
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| 1 | Akshat Kumar, Shlomo Zilberstein |
Message-Passing Algorithms for Quadratic Programming Formulations of MAP Estimation. |
UAI |
2011 |
DBLP BibTeX RDF |
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| 1 | Tom Claassen, Tom Heskes |
A Logical Characterization of Constraint-Based Causal Discovery. |
UAI |
2011 |
DBLP BibTeX RDF |
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| 1 | Kun Zhang, Jonas Peters, Dominik Janzing, Bernhard Schölkopf |
Kernel-based Conditional Independence Test and Application in Causal Discovery. |
UAI |
2011 |
DBLP BibTeX RDF |
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| 1 | Alain Hauser, Peter Bühlmann |
Characterization and Greedy Learning of Interventional Markov Equivalence Classes of Directed Acyclic Graphs (Abstract). |
UAI |
2011 |
DBLP BibTeX RDF |
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| 1 | Jakob Zscheischler, Dominik Janzing, Kun Zhang |
Testing whether linear equations are causal: A free probability theory approach. |
UAI |
2011 |
DBLP BibTeX RDF |
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| 1 | Takayuki Osogami |
Iterated risk measures for risk-sensitive Markov decision processes with discounted cost. |
UAI |
2011 |
DBLP BibTeX RDF |
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| 1 | David M. Mimno |
Reconstructing Pompeian Households. |
UAI |
2011 |
DBLP BibTeX RDF |
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| 1 | Gowtham Bellala, Jason Stanley, Clayton Scott, Suresh K. Bhavnani |
Active Diagnosis via AUC Maximization: An Efficient Approach for Multiple Fault Identification in Large Scale, Noisy Networks. |
UAI |
2011 |
DBLP BibTeX RDF |
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| 1 | David Knowles, Zoubin Ghahramani |
Pitman-Yor Diffusion Trees. |
UAI |
2011 |
DBLP BibTeX RDF |
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| 1 | Swaprava Nath, Onno Zoeter, Yadati Narahari, Christopher R. Dance |
Dynamic Mechanism Design for Markets with Strategic Resources. |
UAI |
2011 |
DBLP BibTeX RDF |
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| 1 | Joop van de Ven, Fabio Ramos |
Distributed Anytime MAP Inference. |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Jean Honorio |
Lipschitz Parametrization of Probabilistic Graphical Models. |
UAI |
2011 |
DBLP BibTeX RDF |
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| 1 | Dominik Janzing, Eleni Sgouritsa, Oliver Stegle, Jonas Peters, Bernhard Schölkopf |
Detecting low-complexity unobserved causes. |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Laurent Charlin, Richard S. Zemel, Craig Boutilier |
A Framework for Optimizing Paper Matching. |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Qiang Liu, Alexander T. Ihler |
Variational Algorithms for Marginal MAP. |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | John Asmuth, Michael L. Littman |
Learning is planning: near Bayes-optimal reinforcement learning via Monte-Carlo tree search. |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Mahdi Milani Fard, Joelle Pineau, Csaba Szepesvári |
PAC-Bayesian Policy Evaluation for Reinforcement Learning. |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Arthur Choi, Khaled S. Refaat, Adnan Darwiche |
EDML: A Method for Learning Parameters in Bayesian Networks. |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Julian Yarkony, Alexander T. Ihler, Charless Fowlkes |
Planar Cycle Covering Graphs. |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Narayanan Unny Edakunni, Gary Brown, Tim Kovacs |
Boosting as a Product of Experts. |
UAI |
2011 |
DBLP BibTeX RDF |
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| 1 | Inmar E. Givoni, Clement Chung, Brendan J. Frey |
Hierarchical Affinity Propagation. |
UAI |
2011 |
DBLP BibTeX RDF |
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| 1 | Takanori Inazumi, Takashi Washio, Shohei Shimizu, Joe Suzuki, Akihiro Yamamoto, Yoshinobu Kawahara |
Discovering causal structures in binary exclusive-or skew acyclic models. |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Diego Colombo, Marloes H. Maathuis, Markus Kalisch, Thomas S. Richardson |
Learning high-dimensional DAGs with latent and selection variables (Abstract). |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Vibhav Gogate, Pedro Domingos |
Approximation by Quantization. |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Ananda Narayanan B., Balaraman Ravindran |
Fractional Moments on Bandit Problems. |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Afshin Rostamizadeh, Alekh Agarwal, Peter L. Bartlett |
Learning with Missing Features. |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Alexander W. Blocker, Edoardo Airoldi |
Deconvolution of mixing time series on a graph. |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Jérôme Louradour, Hugo Larochelle |
Classification of Sets using Restricted Boltzmann Machines. |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Fabio Gagliardi Cozman, Avi Pfeffer (eds.) |
UAI 2011, Proceedings of the Twenty-Seventh Conference on Uncertainty in Artificial Intelligence, Barcelona, Spain, July 14-17, 2011 |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Kun Deng, Joelle Pineau, Susan A. Murphy |
Active Learning for Developing Personalized Treatment. |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Minyi Li, Quoc Bao Vo, Ryszard Kowalczyk |
An Efficient Protocol for Negotiation over Combinatorial Domains with Incomplete Information. |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Gungor Polatkan, Oncel Tuzel |
Compressed Inference for Probabilistic Sequential Models. |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Xinhua Zhang, Ankan Saha, S. Vishwanatan |
Smoothing Multivariate Performance Measures. |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Greg Ver Steeg, Aram Galstyan |
A Sequence of Relaxation Constraining Hidden Variable Models. |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Ilya Shpitser, Thomas S. Richardson, James M. Robins |
An Efficient Algorithm for Computing Interventional Distributions in Latent Variable Causal Models. |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | James Cussens |
Bayesian network learning with cutting planes. |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Avleen Singh Bijral, Nathan D. Ratliff, Nathan Srebro |
Semi-supervised Learning with Density Based Distances. |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Corinna Cortes, Mehryar Mohri, Afshin Rostamizadeh |
Ensembles of Kernel Predictors. |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Mithun Chakraborty, Sanmay Das, Malik Magdon-Ismail |
Near-Optimal Target Learning With Stochastic Binary Signals. |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Phan Hong Giang |
Dynamic consistency and decision making under vacuous belief. |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Shiau Hong Lim, Peter Auer |
Noisy Search with Comparative Feedback. |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Hala Mostafa, Victor R. Lesser |
Compact Mathematical Programs For DEC-MDPs With Structured Agent Interactions. |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Jennifer Listgarten, Carl Myers Kadie, Eric E. Schadt, David Heckerman |
Correction for Hidden Confounders in the Genetic Analysis of Gene Expression (Abstract). |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Jian-Bo Yang, Ivor W. Tsang |
Hierarchical Maximum Margin Learning for Multi-Class Classification. |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Yaoliang Yu, Dale Schuurmans |
Rank/Norm Regularization with Closed-Form Solutions: Application to Subspace Clustering. |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Miroslav Dudík, Daniel Hsu, Satyen Kale, Nikos Karampatziakis, John Langford, Lev Reyzin, Tong Zhang |
Efficient Optimal Learning for Contextual Bandits. |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Jianbing Ma, Weiru Liu, Paul Miller |
Belief change with noisy sensing in the situation calculus. |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Hélène Fargier, Nahla Ben Amor, Wided Guezguez |
On the Complexity of Decision Making in Possibilistic Decision Trees. |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Chao Zhang, Dacheng Tao |
Risk Bounds for Infinitely Divisible Distribution. |
UAI |
2011 |
DBLP BibTeX RDF |
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| 1 | Yoram Bachrach, Reshef Meir, Michal Feldman, Moshe Tennenholtz |
Solving Cooperative Reliability Games. |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Eunsoo Oh, Kee-Eung Kim |
A Geometric Traversal Algorithm for Reward-Uncertain MDPs. |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Jouni Hartikainen, Simo Särkkä |
Sequential Inference for Latent Force Models. |
UAI |
2011 |
DBLP BibTeX RDF |
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| 1 | Barnabás Póczos, Liang Xiong, Jeff G. Schneider |
Nonparametric Divergence Estimation with Applications to Machine Learning on Distributions. |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Archie C. Chapman, Simon A. Williamson, Nicholas R. Jennings |
Filtered Fictitious Play for Perturbed Observation Potential Games and Decentralised POMDPs. |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Udi Apsel, Ronen I. Brafman |
Extended Lifted Inference with Joint Formulas. |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Haohai Yu, Robert van Engelen |
Measuring the Hardness of Stochastic Sampling on Bayesian Networks with Deterministic Causalities: the k-Test. |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Shaunak Chatterjee, Stuart Russell |
A temporally abstracted Viterbi algorithm. |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Greg Ver Steeg, Aram Galstyan, Armen E. Allahverdyan |
Statistical Mechanics of Semi-Supervised Clustering in Sparse Graphs (Abstract). |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Brandon M. Malone, Changhe Yuan, Eric A. Hansen, Susan Bridges |
Improving the Scalability of Optimal Bayesian Network Learning with External-Memory Frontier Breadth-First Branch and Bound Search. |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Nebojsa Jojic, Alessandro Perina |
Multidimensional counting grids: Inferring word order from disordered bags of words. |
UAI |
2011 |
DBLP BibTeX RDF |
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| 1 | Krishnamurthy Dvijotham, Emanuel Todorov |
A Unifying Framework for Linearly Solvable Control. |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Myunghwan Kim 0002, Jure Leskovec |
Modeling Social Networks with Node Attributes using the Multiplicative Attribute Graph Model. |
UAI |
2011 |
DBLP BibTeX RDF |
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| 1 | Quanquan Gu, Zhenhui Li, Jiawei Han |
Generalized Fisher Score for Feature Selection. |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Andrew Guillory, Jeff Bilmes |
Active Semi-Supervised Learning using Submodular Functions. |
UAI |
2011 |
DBLP BibTeX RDF |
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| 1 | Teppo Niinimaki, Pekka Parviainen, Mikko Koivisto |
Partial Order MCMC for Structure Discovery in Bayesian Networks. |
UAI |
2011 |
DBLP BibTeX RDF |
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| 1 | Daniel Tarlow, Inmar E. Givoni, Richard S. Zemel, Brendan J. Frey |
Graph Cuts is a Max-Product Algorithm. |
UAI |
2011 |
DBLP BibTeX RDF |
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| 1 | Hoifung Poon, Pedro Domingos |
Sum-Product Networks: A New Deep Architecture. |
UAI |
2011 |
DBLP BibTeX RDF |
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| 1 | Hannaneh Hajishirzi, Julia Hockenmaier, Erik T. Mueller, Eyal Amir |
Reasoning about RoboCup Soccer Narratives. |
UAI |
2011 |
DBLP BibTeX RDF |
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| 1 | Thomas Furmston, David Barber |
Efficient Inference in Markov Control Problems. |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Michael P. Wellman, Lu Hong, Scott E. Page |
The Structure of Signals: Causal Interdependence Models for Games of Incomplete Information. |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Johannes Textor, Maciej Liskiewicz |
Adjustment Criteria in Causal Diagrams: An Algorithmic Perspective. |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Vinayak Rao, Yee Whye Teh |
Fast MCMC sampling for Markov jump processes and continuous time Bayesian networks. |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Julian Yarkony, Ragib Morshed, Alexander T. Ihler, Charless Fowlkes |
Tightening MRF Relaxations with Planar Subproblems. |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Jonas Peters, Joris M. Mooij, Dominik Janzing, Bernhard Schölkopf |
Identifiability of Causal Graphs using Functional Models. |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Matthew D. Hoffman, Eric Brochu, Nando de Freitas |
Portfolio Allocation for Bayesian Optimization. |
UAI |
2011 |
DBLP BibTeX RDF |
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| 1 | E. Busra Celikkaya, Christian R. Shelton, William Lam |
Factored Filtering of Continuous-Time Systems. |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Feng Yan, Zenglin Xu, Yuan (Alan) Qi |
Sparse matrix-variate Gaussian process blockmodels for network modeling. |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Michael Gutmann, Jun-ichiro Hirayama |
Bregman divergence as general framework to estimate unnormalized statistical models. |
UAI |
2011 |
DBLP BibTeX RDF |
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| 1 | Lu Zheng, Ole J. Mengshoel, Jike Chong |
Belief Propagation by Message Passing in Junction Trees: Computing Each Message Faster Using GPU Parallelization. |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Radu Marinescu, Nic Wilson |
Order-of-Magnitude Influence Diagrams. |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Jun Zhu, Eric P. Xing |
Sparse Topical Coding. |
UAI |
2011 |
DBLP BibTeX RDF |
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| 1 | Xi Chen, Qihang Lin, Seyoung Kim, Jaime G. Carbonell, Eric P. Xing |
Smoothing Proximal Gradient Method for General Structured Sparse Learning. |
UAI |
2011 |
DBLP BibTeX RDF |
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