| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Dhruv Batra |
An Efficient Message-Passing Algorithm for the M-Best MAP Problem.  |
UAI  |
2012 |
DBLP BibTeX RDF |
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| 1 | Nando de Freitas, Kevin P. Murphy (eds.) |
Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial Intelligence, Catalina Island, CA, USA, August 14-18, 2012 |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Amy Zhang, Nadia Fawaz, Stratis Ioannidis, Andrea Montanari |
Guess Who Rated This Movie: Identifying Users Through Subspace Clustering. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Andrew Gelfand, Max Welling |
Generalized Belief Propagation on Tree Robust Structured Region Graphs. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Hui Lin, Jeff Bilmes |
Learning Mixtures of Submodular Shells with Application to Document Summarization. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Guang Ling, Haiqin Yang, Michael R. Lyu, Irwin King |
Response Aware Model-Based Collaborative Filtering. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Ferenc Huszar, David K. Duvenaud |
Optimally-Weighted Herding is Bayesian Quadrature. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Lingbo Li, XianXing Zhang, Mingyuan Zhou, Lawrence Carin |
Nested Dictionary Learning for Hierarchical Organization of Imagery and Text. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Gavin Taylor, Ronald Parr |
Value Function Approximation in Noisy Environments Using Locally Smoothed Regularized Approximate Linear Programs. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | David P. Wipf |
Non-Convex Rank Minimization via an Empirical Bayesian Approach. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Ariel D. Procaccia, Sashank Jakkam Reddi, Nisarg Shah |
A Maximum Likelihood Approach For Selecting Sets of Alternatives. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Zhongzhang Zhang, Xiaoping Chen |
FHHOP: A Factored Hybrid Heuristic Online Planning Algorithm for Large POMDPs. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Kareem Amin, Michael Kearns, Peter Key, Anton Schwaighofer |
Budget Optimization for Sponsored Search: Censored Learning in MDPs. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Ankur P. Parikh, Le Song, Mariya Ishteva, Gabi Teodoru, Eric P. Xing |
A Spectral Algorithm for Latent Junction Trees. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Sergiy Matusevych, Alexander J. Smola, Amr Ahmed |
Hokusai - Sketching Streams in Real Time. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Changhe Yuan, Brandon M. Malone |
An Improved Admissible Heuristic for Learning Optimal Bayesian Networks. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Yutian Chen, Max Welling |
Bayesian Structure Learning for Markov Random Fields with a Spike and Slab Prior. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Hau Chan, Michael Ceyko, Luis E. Ortiz |
Interdependent Defense Games: Modeling Interdependent Security under Deliberate Attacks. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Séverine Dubuisson, Christophe Gonzales, Xuan Son N'Guyen |
DBN-Based Combinatorial Resampling for Articulated Object Tracking. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Antonino Freno, Mikaela Keller, Gemma C. Garriga, Marc Tommasi |
Spectral Estimation of Conditional Random Graph Models for Large-Scale Network Data. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Raja Hafiz Affandi, Alex Kulesza, Emily B. Fox |
Markov Determinantal Point Processes. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Antti Hyttinen, Frederick Eberhardt, Patrik O. Hoyer |
Causal Discovery of Linear Cyclic Models from Multiple Experimental Data Sets with Overlapping Variables. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Tyler Lu, Pingzhong Tang, Ariel D. Procaccia, Craig Boutilier |
Bayesian Vote Manipulation: Optimal Strategies and Impact on Welfare. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Joseph Y. Halpern, Samantha Leung |
Weighted Sets of Probabilities and MinimaxWeighted Expected Regret: New Approaches for Representing Uncertainty and Making Decisions. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Sunil Kumar Gupta, Dinh Q. Phung, Svetha Venkatesh |
A Slice Sampler for Restricted Hierarchical Beta Process with Applications to Shared Subspace Learning. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Yiling Chen, Mike Ruberry, Jennifer Wortman Vaughan |
Designing Informative Securities. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Ricardo Silva |
Latent Composite Likelihood Learning for the Structured Canonical Correlation Model. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Marwan A. Mattar, Allen R. Hanson, Erik G. Learned-Miller |
Unsupervised Joint Alignment and Clustering using Bayesian Nonparametrics. |
UAI |
2012 |
DBLP BibTeX RDF |
|
| 1 | Guy Van den Broeck, Arthur Choi, Adnan Darwiche |
Lifted Relax, Compensate and then Recover: From Approximate to Exact Lifted Probabilistic Inference. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Raman Arora, Ofer Dekel, Ambuj Tewari |
Deterministic MDPs with Adversarial Rewards and Bandit Feedback. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Wen Dong, Alex Pentland, Katherine A. Heller |
Graph-Coupled HMMs for Modeling the Spread of Infection. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Max Welling, Andrew Gelfand, Alexander T. Ihler |
A Cluster-Cumulant Expansion at the Fixed Points of Belief Propagation. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Daniel Lowd |
Closed-Form Learning of Markov Networks from Dependency Networks. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Joshua Letchford, Yevgeniy Vorobeychik |
Computing Optimal Security Strategies for Interdependent Assets. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Jens Roeder, Boaz Nadler, Kevin Kunzmann, Fred A. Hamprecht |
Active Learning with Distributional Estimates. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Kira Mourão, Luke S. Zettlemoyer, Ronald P. A. Petrick, Mark Steedman |
Learning STRIPS Operators from Noisy and Incomplete Observations. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Ajit P. Singh, John Halloran, Jeff Bilmes, Katrin Kirchhoff, William Stafford Noble |
Spectrum Identification using a Dynamic Bayesian Network Model of Tandem Mass Spectra. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Jilles Steeve Dibangoye, Christopher Amato, Arnaud Doniec |
Scaling Up Decentralized MDPs Through Heuristic Search. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Tom Claassen, Tom Heskes |
A Bayesian Approach to Constraint Based Causal Inference. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Yevgeny Seldin, François Laviolette, Nicolò Cesa-Bianchi, John Shawe-Taylor, Peter Auer |
PAC-Bayesian Inequalities for Martingales. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Roger Grosse, Ruslan Salakhutdinov, William T. Freeman, Joshua B. Tenenbaum |
Exploiting compositionality to explore a large space of model structures. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Hoong Chuin Lau, William Yeoh, Pradeep Varakantham, Duc Thien Nguyen, HuaXing Chen |
Dynamic Stochastic Orienteering Problems for Risk-Aware Applications. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Lars Otten, Rina Dechter |
A Case Study in Complexity Estimation: Towards Parallel Branch-and-Bound over Graphical Models. |
UAI |
2012 |
DBLP BibTeX RDF |
|
| 1 | Thomas Lukasiewicz, Maria Vanina Martinez, Giorgio Orsi, Gerardo I. Simari |
Heuristic Ranking in Tightly Coupled Probabilistic Description Logics. |
UAI |
2012 |
DBLP BibTeX RDF |
|
| 1 | David Sontag, Do Kook Choe, Yitao Li |
Efficiently Searching for Frustrated Cycles in MAP Inference. |
UAI |
2012 |
DBLP BibTeX RDF |
|
| 1 | Wei Sun 0009, Robin Hanson, Kathryn B. Laskey, Charles Twardy |
Probability and Asset Updating using Bayesian Networks for Combinatorial Prediction Markets. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Jie Liu, Chunming Zhang, Catherine A. McCarty, Peggy L. Peissig, Elizabeth S. Burnside, David Page |
Graphical-model Based Multiple Testing under Dependence, with Applications to Genome-wide Association Studies. |
UAI |
2012 |
DBLP BibTeX RDF |
|
| 1 | Nicola Gatti, Giorgio Patrini, Marco Rocco, Tuomas Sandholm |
Combining local search techniques and path following for bimatrix games. |
UAI |
2012 |
DBLP BibTeX RDF |
|
| 1 | Jason Weston, John Blitzer |
Latent Structured Ranking. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Asrar Ahmed, Pradeep Varakantham, Shih-Fen Cheng |
Uncertain Congestion Games with Assorted Human Agent Populations. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Sreangsu Acharyya, Oluwasanmi Koyejo, Joydeep Ghosh |
Learning to Rank With Bregman Divergences and Monotone Retargeting. |
UAI |
2012 |
DBLP BibTeX RDF |
|
| 1 | Cédric Archambeau, Francois Caron |
Plackett-Luce regression: A new Bayesian model for polychotomous data. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Stefano Ermon, Carla P. Gomes, Bart Selman |
Uniform Solution Sampling Using a Constraint Solver As an Oracle. |
UAI |
2012 |
DBLP BibTeX RDF |
|
| 1 | Michael P. Wellman, Eric Sodomka, Amy Greenwald |
Self-Confirming Price Prediction Strategies for Simultaneous One-Shot Auctions. |
UAI |
2012 |
DBLP BibTeX RDF |
|
| 1 | Mathieu Sinn, Ali Ghodsi, Karsten Keller |
Detecting Change-Points in Time Series by Maximum Mean Discrepancy of Ordinal Pattern Distributions. |
UAI |
2012 |
DBLP BibTeX RDF |
|
| 1 | Qiang Liu, Alexander T. Ihler |
Belief Propagation for Structured Decision Making. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Bogdan Savchynskyy, Stefan Schmidt, Jörg H. Kappes, Christoph Schnörr |
Efficient MRF Energy Minimization via Adaptive Diminishing Smoothing. |
UAI |
2012 |
DBLP BibTeX RDF |
|
| 1 | Sashank Jakkam Reddi, Emma Brunskill |
Incentive Decision Processes. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Julia A. Palacios, Vladimir N. Minin |
Integrated Nested Laplace Approximation for Bayesian Nonparametric Phylodynamics. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Leonard K. M. Poon, April H. Liu, Tengfei Liu, Nevin Lianwen Zhang |
A Model-Based Approach to Rounding in Spectral Clustering. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Andrei Barbu, Alexander Bridge, Zachary Burchill, Dan Coroian, Sven J. Dickinson, Sanja Fidler, Aaron Michaux, Sam Mussman, Siddharth Narayanaswamy, Dhaval Salvi, Lara Schmidt, Jiangnan Shangguan, Jeffrey Mark Siskind, Jarrell W. Waggoner, Song Wang, Jinlian Wei, Yifan Yin, Zhiqi Zhang |
Video In Sentences Out. |
UAI |
2012 |
DBLP BibTeX RDF |
|
| 1 | Giuseppe Sanfilippo |
From imprecise probability assessments to conditional probabilities with quasi additive classes of conditioning events. |
UAI |
2012 |
DBLP BibTeX RDF |
|
| 1 | Jun Wang, Yinglong Xia |
Fast Graph Construction Using Auction Algorithm. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Jie Chen, Kian Hsiang Low, Colin Keng-Yan Tan, Ali Oran, Patrick Jaillet, John M. Dolan, Gaurav Sukhatme |
Decentralized Data Fusion and Active Sensing with Mobile Sensors for Modeling and Predicting Spatiotemporal Traffic Phenomena. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Thomas J. Walsh, Sergiu Goschin |
Dynamic Teaching in Sequential Decision Making Environments. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Christopher H. Lin, Mausam, Daniel S. Weld |
Crowdsourcing Control: Moving Beyond Multiple Choice. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Mirwaes Wahabzada, Kristian Kersting, Christian Bauckhage, Christoph Römer, Agim Ballvora, Francisco Pinto, Uwe Rascher, Jens Leon, Lutz Ploemer |
Latent Dirichlet Allocation Uncovers Spectral Characteristics of Drought Stressed Plants. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Marek Petrik, Dharmashankar Subramanian |
An Approximate Solution Method for Large Risk-Averse Markov Decision Processes. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Saeed Amizadeh, Bo Thiesson, Milos Hauskrecht |
Variational Dual-Tree Framework for Large-Scale Transition Matrix Approximation. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Andrey Kolobov, Mausam, Daniel S. Weld |
A Theory of Goal-Oriented MDPs with Dead Ends. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Nicholas Hay, Stuart Russell, David Tolpin, Solomon Eyal Shimony |
Selecting Computations: Theory and Applications. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Lucas Agussurja, Hoong Chuin Lau |
Toward Large-Scale Agent Guidance in an Urban Taxi Service. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Jesse Hostetler, Ethan W. Dereszynski, Thomas G. Dietterich, Alan Fern |
Inferring Strategies from Limited Reconnaissance in Real-time Strategy Games. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Stéphane Caron, Branislav Kveton, Marc Lelarge, Smriti Bhagat |
Leveraging Side Observations in Stochastic Bandits. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Yu Nishiyama, Abdeslam Boularias, Arthur Gretton, Kenji Fukumizu |
Hilbert Space Embeddings of POMDPs. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Dinesh Garg, Sourangshu Bhattacharya, S. Sundararajan, Shirish Krishnaj Shevade |
Mechanism Design for Cost Optimal PAC Learning in the Presence of Strategic Noisy Annotators. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Denis Deratani Mauá, Cassio Polpo de Campos, Marco Zaffalon |
The Complexity of Approximately Solving Influence Diagrams. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Kshitij Judah, Alan Fern, Thomas G. Dietterich |
Active Imitation Learning via Reduction to I.I.D. Active Learning. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Thomas S. Richardson, James M. Robins, Ilya Shpitser |
Nested Markov Properties for Acyclic Directed Mixed Graphs. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Seppo Virtanen, Yangqing Jia, Arto Klami, Trevor Darrell |
Factorized Multi-Modal Topic Model. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Erik J. Schlicht, Ritchie Lee, David H. Wolpert, Mykel J. Kochenderfer, Brendan Tracey |
Predicting the behavior of interacting humans by fusing data from multiple sources. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Judea Pearl |
The Do-Calculus Revisited. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Alexander T. Ihler, Natalia Flerova, Rina Dechter, Lars Otten |
Join-graph based cost-shifting schemes. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Frans A. Oliehoek, Shimon Whiteson, Matthijs T. J. Spaan |
Exploiting Structure in Cooperative Bayesian Games. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Miroslav Dudík, Dumitru Erhan, John Langford, Lihong Li |
Sample-efficient Nonstationary Policy Evaluation for Contextual Bandits. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Hannaneh Hajishirzi, Mohammad Rastegari, Ali Farhadi, Jessica K. Hodgins |
Semantic Understanding of Professional Soccer Commentaries. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Mathias Niepert |
Markov Chains on Orbits of Permutation Groups. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Radu Marinescu, Abdul Razak, Nic Wilson |
Multi-objective Influence Diagrams. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Khaled S. Refaat, Arthur Choi, Adnan Darwiche |
New Advances and Theoretical Insights into EDML. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Tamir Hazan, Jian Peng 0001, Amnon Shashua |
Tightening Fractional Covering Upper Bounds on the Partition Function for High-Order Region Graphs. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Jaesik Choi, Eyal Amir |
Lifted Relational Variational Inference. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Elias Bareinboim, Judea Pearl |
Causal Inference by Surrogate Experiments: z-Identifiability. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Daniel Tarlow, Kevin Swersky, Richard S. Zemel, Ryan Prescott Adams, Brendan J. Frey |
Fast Exact Inference for Recursive Cardinality Models. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Udi Apsel, Ronen I. Brafman |
Exploiting Uniform Assignments in First-Order MPE. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Teppo Niinimaki, Pekka Parviainen |
Local Structure Discovery in Bayesian Networks. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Sridhar Mahadevan, Bo Liu |
Sparse Q-learning with Mirror Descent. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Rishabh Iyer, Jeff Bilmes |
Algorithms for Approximate Minimization of the Difference Between Submodular Functions, with Applications. |
UAI |
2012 |
DBLP BibTeX RDF |
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| 1 | Nikos Karampatziakis, John Langford |
Online Importance Weight Aware Updates. |
UAI |
2011 |
DBLP BibTeX RDF |
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| 1 | Mark W. 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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