| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Joseph K. Bradley, Carlos Guestrin |
Sample Complexity of Composite Likelihood.  |
Journal of Machine Learning Research - Proceedings Track  |
2012 |
DBLP BibTeX RDF |
|
| 1 | Dafna Shahaf, Carlos Guestrin |
Connecting Two (or Less) Dots: Discovering Structure in News Articles. |
TKDD |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Yucheng Low, Joseph Gonzalez, Aapo Kyrola, Danny Bickson, Carlos Guestrin, Joseph M. Hellerstein |
Distributed GraphLab: A Framework for Machine Learning in the Cloud |
CoRR |
2012 |
DBLP BibTeX RDF |
|
| 1 | Jonathan Huang, Ashish Kapoor, Carlos Guestrin |
Efficient Probabilistic Inference with Partial Ranking Queries |
CoRR |
2012 |
DBLP BibTeX RDF |
|
| 1 | Khalid El-Arini, Emily B. Fox, Carlos Guestrin |
Concept Modeling with Superwords |
CoRR |
2012 |
DBLP BibTeX RDF |
|
| 1 | Yucheng Low, Joseph Gonzalez, Aapo Kyrola, Danny Bickson, Carlos Guestrin, Joseph M. Hellerstein |
Distributed GraphLab: A Framework for Machine Learning in the Cloud. |
PVLDB |
2012 |
DBLP BibTeX RDF |
|
| 1 | Dafna Shahaf, Carlos Guestrin, Eric Horvitz |
Trains of thought: generating information maps. |
WWW |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Le Song, Arthur Gretton, Danny Bickson, Yucheng Low, Carlos Guestrin |
Kernel Belief Propagation. |
Journal of Machine Learning Research - Proceedings Track |
2011 |
DBLP BibTeX RDF |
|
| 1 | Joseph Gonzalez, Yucheng Low, Arthur Gretton, Carlos Guestrin |
Parallel Gibbs Sampling: From Colored Fields to Thin Junction Trees. |
Journal of Machine Learning Research - Proceedings Track |
2011 |
DBLP BibTeX RDF |
|
| 1 | Andreas Krause, Ram Rajagopal, Anupam Gupta, Carlos Guestrin |
Simultaneous Optimization of Sensor Placements and Balanced Schedules. |
IEEE Trans. Automat. Contr. |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Andreas Krause, Carlos Guestrin, Anupam Gupta, Jon M. Kleinberg |
Robust sensor placements at informative and communication-efficient locations. |
TOSN |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Yucheng Low, Joseph Gonzalez, Aapo Kyrola, Danny Bickson, Carlos Guestrin |
GraphLab: A Distributed Framework for Machine Learning in the Cloud |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Carlos Guestrin, Daphne Koller, Ronald Parr, S. Venkataraman |
Efficient Solution Algorithms for Factored MDPs |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Carlos Guestrin, Milos Hauskrecht, Branislav Kveton |
Solving Factored MDPs with Hybrid State and Action Variables |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Le Song, Arthur Gretton, Danny Bickson, Yucheng Low, Carlos Guestrin |
Kernel Belief Propagation |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Joseph K. Bradley, Aapo Kyrola, Danny Bickson, Carlos Guestrin |
Parallel Coordinate Descent for L1-Regularized Loss Minimization |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Andreas Krause, Carlos Guestrin |
Submodularity and its applications in optimized information gathering. |
ACM TIST |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Dafna Shahaf, Carlos Guestrin |
Connecting the Dots between News Articles. |
IJCAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Joseph K. Bradley, Aapo Kyrola, Danny Bickson, Carlos Guestrin |
Parallel Coordinate Descent for L1-Regularized Loss Minimization. |
ICML |
2011 |
DBLP BibTeX RDF |
|
| 1 | Jonathan Huang, Ashish Kapoor, Carlos Guestrin |
Efficient Probabilistic Inference with Partial Ranking Queries. |
UAI |
2011 |
DBLP BibTeX RDF |
|
| 1 | Yisong Yue, Carlos Guestrin |
Linear Submodular Bandits and their Application to Diversified Retrieval. |
NIPS |
2011 |
DBLP BibTeX RDF |
|
| 1 | Khalid El-Arini, Carlos Guestrin |
Beyond keyword search: discovering relevant scientific literature. |
KDD |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Le Song, Arthur Gretton, Carlos Guestrin |
Nonparametric Tree Graphical Models. |
Journal of Machine Learning Research - Proceedings Track |
2010 |
DBLP BibTeX RDF |
|
| 1 | Anton Chechetka, Carlos Guestrin |
Focused Belief Propagation for Query-Specific Inference. |
Journal of Machine Learning Research - Proceedings Track |
2010 |
DBLP BibTeX RDF |
|
| 1 | Danny Bickson, Carlos Guestrin |
Linear Characteristic Graphical Models: Representation, Inference and Applications |
CoRR |
2010 |
DBLP BibTeX RDF |
|
| 1 | Alexandra Meliou, Carlos Guestrin, Joseph M. Hellerstein |
Multiresolution Cube Estimators for Sensor Network Aggregate Queries |
CoRR |
2010 |
DBLP BibTeX RDF |
|
| 1 | Yucheng Low, Joseph Gonzalez, Aapo Kyrola, Danny Bickson, Carlos Guestrin, Joseph M. Hellerstein |
GraphLab: A New Framework for Parallel Machine Learning |
CoRR |
2010 |
DBLP BibTeX RDF |
|
| 1 | Jonathan Huang, Carlos Guestrin |
Uncovering the Riffled Independence Structure of Rankings |
CoRR |
2010 |
DBLP BibTeX RDF |
|
| 1 | Eric Horvitz, Lise Getoor, Carlos Guestrin, James A. Hendler, Joseph A. Konstan, Devika Subramanian, Michael P. Wellman, Henry A. Kautz |
AI Theory and Practice: A Discussion on Hard Challenges and Opportunities Ahead. |
AI Magazine |
2010 |
DBLP BibTeX RDF |
|
| 1 | Alexandra Meliou, Carlos Guestrin, Joseph M. Hellerstein |
Multiresolution Cube Estimators for Sensor Network Aggregate Queries. |
AMW |
2010 |
DBLP BibTeX RDF |
|
| 1 | Jonathan Huang, Carlos Guestrin |
Learning Hierarchical Riffle Independent Groupings from Rankings. |
ICML |
2010 |
DBLP BibTeX RDF |
|
| 1 | Joseph K. Bradley, Carlos Guestrin |
Learning Tree Conditional Random Fields. |
ICML |
2010 |
DBLP BibTeX RDF |
|
| 1 | Yucheng Low, Joseph Gonzalez, Aapo Kyrola, Danny Bickson, Carlos Guestrin, Joseph M. Hellerstein |
GraphLab: A New Framework For Parallel Machine Learning. |
UAI |
2010 |
DBLP BibTeX RDF |
|
| 1 | Danny Bickson, Carlos Guestrin |
Inference with Multivariate Heavy-Tails in Linear Models. |
NIPS |
2010 |
DBLP BibTeX RDF |
|
| 1 | Anton Chechetka, Carlos Guestrin |
Evidence-Specific Structures for Rich Tractable CRFs. |
NIPS |
2010 |
DBLP BibTeX RDF |
|
| 1 | Dafna Shahaf, Carlos Guestrin |
Connecting the dots between news articles. |
KDD |
2010 |
DBLP DOI BibTeX RDF |
coherence, news |
| 1 | Joseph Gonzalez, Yucheng Low, Carlos Guestrin |
Residual Splash for Optimally Parallelizing Belief Propagation. |
Journal of Machine Learning Research - Proceedings Track |
2009 |
DBLP BibTeX RDF |
|
| 1 | Dafna Shahaf, Carlos Guestrin |
Learning Thin Junction Trees via Graph Cuts. |
Journal of Machine Learning Research - Proceedings Track |
2009 |
DBLP BibTeX RDF |
|
| 1 | Jonathan Huang, Carlos Guestrin, Xiaoye Jiang, Leonidas J. Guibas |
Exploiting Probabilistic Independence for Permutations. |
Journal of Machine Learning Research - Proceedings Track |
2009 |
DBLP BibTeX RDF |
|
| 1 | Jonathan Huang, Carlos Guestrin, Leonidas J. Guibas |
Fourier Theoretic Probabilistic Inference over Permutations. |
Journal of Machine Learning Research |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Andreas Krause, Carlos Guestrin |
Optimizing Sensing: From Water to the Web. |
IEEE Computer |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Andreas Krause, Carlos Guestrin |
Optimal Value of Information in Graphical Models. |
J. Artif. Intell. Res. (JAIR) |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Amarjeet Singh 0003, Andreas Krause, Carlos Guestrin, William J. Kaiser |
Efficient Informative Sensing using Multiple Robots. |
J. Artif. Intell. Res. (JAIR) |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Amol Deshpande, Carlos Guestrin, Samuel Madden |
Model-based Querying in Sensor Networks. |
Encyclopedia of Database Systems |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexandra Meliou, Carlos Guestrin, Joseph M. Hellerstein |
Approximating sensor network queries using in-network summaries. |
IPSN |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Andreas Krause, Ram Rajagopal, Anupam Gupta, Carlos Guestrin |
Simultaneous placement and scheduling of sensors. |
IPSN |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Joseph Gonzalez, Yucheng Low, Carlos Guestrin, David R. O'Hallaron |
Distributed Parallel Inference on Large Factor Graphs. |
UAI |
2009 |
DBLP BibTeX RDF |
|
| 1 | Jonathan Huang, Carlos Guestrin |
Riffled Independence for Ranked Data. |
NIPS |
2009 |
DBLP BibTeX RDF |
|
| 1 | Khalid El-Arini, Gaurav Veda, Dafna Shahaf, Carlos Guestrin |
Turning down the noise in the blogosphere. |
KDD |
2009 |
DBLP DOI BibTeX RDF |
personalization, blogs |
| 1 | Carlos Guestrin |
How optimized environmental sensing helps address information overload on the web. |
KDD Workshop on Knowledge Discovery from Sensor Data |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Andreas Krause, Ajit Paul Singh, Carlos Guestrin |
Near-Optimal Sensor Placements in Gaussian Processes: Theory, Efficient Algorithms and Empirical Studies. |
Journal of Machine Learning Research |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Amarjeet Singh 0003, Andreas Krause, Carlos Guestrin, William J. Kaiser, Maxim A. Batalin |
Efficient Planning of Informative Paths for Multiple Robots. |
IJCAI |
2007 |
DBLP BibTeX RDF |
|
| 1 | Bilge Mutlu, Andreas Krause, Jodi Forlizzi, Carlos Guestrin, Jessica K. Hodgins |
Robust, low-cost, non-intrusive sensing and recognition of seated postures. |
UIST |
2007 |
DBLP DOI BibTeX RDF |
machine learning, ubiquitous computing, haptic interfaces, sensor technologies, personal technologies |
| 1 | Deepayan Chakrabarti, Jure Leskovec, Christos Faloutsos, Samuel Madden, Carlos Guestrin, Michalis Faloutsos |
Information Survival Threshold in Sensor and P2P Networks. |
INFOCOM |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Andreas Krause, Carlos Guestrin |
Nonmyopic active learning of Gaussian processes: an exploration-exploitation approach. |
ICML |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Andreas Krause, Carlos Guestrin |
Near-optimal Observation Selection using Submodular Functions. |
AAAI |
2007 |
DBLP BibTeX RDF |
|
| 1 | Alexandra Meliou, Andreas Krause, Carlos Guestrin, Joseph M. Hellerstein |
Nonmyopic Informative Path Planning in Spatio-Temporal Models. |
AAAI |
2007 |
DBLP BibTeX RDF |
|
| 1 | Anton Chechetka, Carlos Guestrin |
Efficient Principled Learning of Thin Junction Trees. |
NIPS |
2007 |
DBLP BibTeX RDF |
|
| 1 | Jonathan Huang, Carlos Guestrin, Leonidas J. Guibas |
Efficient Inference for Distributions on Permutations. |
NIPS |
2007 |
DBLP BibTeX RDF |
|
| 1 | Andreas Krause, H. Brendan McMahan, Carlos Guestrin, Anupam Gupta |
Selecting Observations against Adversarial Objectives. |
NIPS |
2007 |
DBLP BibTeX RDF |
|
| 1 | Jure Leskovec, Andreas Krause, Carlos Guestrin, Christos Faloutsos, Jeanne M. VanBriesen, Natalie S. Glance |
Cost-effective outbreak detection in networks. |
KDD |
2007 |
DBLP DOI BibTeX RDF |
virus propagation, graphs, sensor placement, submodular functions, information cascades |
| 1 | Branislav Kveton, Milos Hauskrecht, Carlos Guestrin |
Solving Factored MDPs with Hybrid State and Action Variables. |
J. Artif. Intell. Res. (JAIR) |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexandra Meliou, David Chu, Joseph M. Hellerstein, Carlos Guestrin, Wei Hong |
Data gathering tours in sensor networks. |
IPSN |
2006 |
DBLP DOI BibTeX RDF |
splitting tours, sensor networks, routing algorithms |
| 1 | Stanislav Funiak, Carlos Guestrin, Mark A. Paskin, Rahul Sukthankar |
Distributed localization of networked cameras. |
IPSN |
2006 |
DBLP DOI BibTeX RDF |
sensor networks, graphical models |
| 1 | Andreas Krause, Carlos Guestrin, Anupam Gupta, Jon M. Kleinberg |
Near-optimal sensor placements: maximizing information while minimizing communication cost. |
IPSN |
2006 |
DBLP DOI BibTeX RDF |
spatial monitoring, sensor networks, approximation algorithms, theory, information, communication cost, gaussian processes, sensor placement, link quality |
| 1 | Andreas Krause, Jure Leskovec, Carlos Guestrin |
Data association for topic intensity tracking. |
ICML |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Stanislav Funiak, Carlos Guestrin, Mark A. Paskin, Rahul Sukthankar |
Distributed Inference in Dynamical Systems. |
NIPS |
2006 |
DBLP BibTeX RDF |
|
| 1 | Jure Leskovec, Purnamrita Sarkar, Carlos Guestrin |
Modeling Link Qualities in a Sensor Network. |
Informatica (Slovenia) |
2005 |
DBLP BibTeX RDF |
|
| 1 | Amol Deshpande, Carlos Guestrin, Samuel Madden |
Resource-Aware Wireless Sensor-Actuator Networks. |
IEEE Data Eng. Bull. |
2005 |
DBLP BibTeX RDF |
|
| 1 | Amol Deshpande, Carlos Guestrin, Samuel Madden, Joseph M. Hellerstein, Wei Hong |
Model-based approximate querying in sensor networks. |
VLDB J. |
2005 |
DBLP DOI BibTeX RDF |
Conditional plans, Model-driven data acquisition, Sensor networks, Probabilistic models, Approximate querying |
| 1 | Andreas Krause, Carlos Guestrin |
Optimal Nonmyopic Value of Information in Graphical Models - Efficient Algorithms and Theoretical Limits. |
IJCAI |
2005 |
DBLP BibTeX RDF |
|
| 1 | Bhaskara Marthi, Stuart J. Russell, David Latham, Carlos Guestrin |
Concurrent Hierarchical Reinforcement Learning. |
IJCAI |
2005 |
DBLP BibTeX RDF |
|
| 1 | Amol Deshpande, Carlos Guestrin, Wei Hong, Samuel Madden |
Exploiting Correlated Attributes in Acquisitional Query Processing. |
ICDE |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Amol Deshpande, Carlos Guestrin, Samuel Madden |
Using Probabilistic Models for Data Management in Acquisitional Environments. |
CIDR |
2005 |
DBLP BibTeX RDF |
|
| 1 | Vipul Singhvi, Andreas Krause, Carlos Guestrin, James H. Garrett Jr., H. Scott Matthews |
Intelligent light control using sensor networks. |
SenSys |
2005 |
DBLP DOI BibTeX RDF |
light control, sensor networks, active sensing, intelligent buildings |
| 1 | Burak Aksak, Preethi Srinivas Bhat, Jason Campbell, Michael DeRosa, Stanislav Funiak, Phillip B. Gibbons, Seth Copen Goldstein, Carlos Guestrin, Ashish Gupta, Casey Helfrich, James F. Hoburg, Brian T. Kirby, James Kuffner, Peter Lee, Todd C. Mowry, Padmanabhan Pillai, Ram Ravichandran, Benjamin D. Rister, Srinivasan Seshan, Metin Sitti, Haifeng Yu |
Claytronics: highly scalable communications, sensing, and actuation networks. |
SenSys |
2005 |
DBLP DOI BibTeX RDF |
collective actuation, distributed planning and coordination, distributed sensor fusion, dynamic physical rendering, modular reconfigurable robotics, programmable matter, telepresence |
| 1 | Mark A. Paskin, Carlos Guestrin, Jim McFadden |
A robust architecture for distributed inference in sensor networks. |
IPSN |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Carlos Guestrin, Andreas Krause, Ajit Paul Singh |
Near-optimal sensor placements in Gaussian processes. |
ICML |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Benjamin Taskar, Vassil Chatalbashev, Daphne Koller, Carlos Guestrin |
Learning structured prediction models: a large margin approach. |
ICML |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Andreas Krause, Carlos Guestrin |
Near-optimal Nonmyopic Value of Information in Graphical Models. |
UAI |
2005 |
DBLP BibTeX RDF |
|
| 1 | Carlos Guestrin, Peter Bodík, Romain Thibaux, Mark A. Paskin, Samuel Madden |
Distributed regression: an efficient framework for modeling sensor network data. |
IPSN |
2004 |
DBLP DOI BibTeX RDF |
wireless sensor networks, machine learning, distributed algorithms, regression |
| 1 | Amol Deshpande, Carlos Guestrin, Samuel Madden, Joseph M. Hellerstein, Wei Hong |
Model-Driven Data Acquisition in Sensor Networks. |
VLDB |
2004 |
DBLP BibTeX RDF |
|
| 1 | Carlos Guestrin, Milos Hauskrecht, Branislav Kveton |
Solving Factored MDPs with Continuous and Discrete Variables. |
UAI |
2004 |
DBLP BibTeX RDF |
|
| 1 | Mark A. Paskin, Carlos Guestrin |
Robust Probabilistic Inference in Distributed Systems. |
UAI |
2004 |
DBLP BibTeX RDF |
|
| 1 | Mehmet Serkan Apaydin, Douglas L. Brutlag, Carlos Guestrin, David Hsu, Jean-Claude Latombe, Chris Varma |
Stochastic Roadmap Simulation: An Efficient Representation and Algorithm for Analyzing Molecular Motion. |
Journal of Computational Biology |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Carlos Guestrin, Daphne Koller, Ronald Parr, Shobha Venkataraman |
Efficient Solution Algorithms for Factored MDPs. |
J. Artif. Intell. Res. (JAIR) |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Carlos Guestrin, Daphne Koller, Chris Gearhart, Neal Kanodia |
Generalizing Plans to New Environments in Relational MDPs. |
IJCAI |
2003 |
DBLP BibTeX RDF |
|
| 1 | Benjamin Taskar, Carlos Guestrin, Daphne Koller |
Max-Margin Markov Networks. |
NIPS |
2003 |
DBLP BibTeX RDF |
|
| 1 | Mehmet Serkan Apaydin, Carlos Guestrin, Chris Varma, Douglas L. Brutlag, Jean-Claude Latombe |
Stochastic roadmap simulation for the study of ligand-protein interactions. |
ECCB |
2002 |
DBLP BibTeX RDF |
|
| 1 | Douglas L. Brutlag, Mehmet Serkan Apaydin, Carlos Guestrin, David Hsu, Chris Varma, Amit Pal Singh, Jean-Claude Latombe |
Using robotics to fold proteins and dock ligands. |
ECCB |
2002 |
DBLP BibTeX RDF |
|
| 1 | Carlos Guestrin, Michail G. Lagoudakis, Ronald Parr |
Coordinated Reinforcement Learning. |
ICML |
2002 |
DBLP BibTeX RDF |
|
| 1 | Carlos Guestrin, Relu Patrascu, Dale Schuurmans |
Algorithm-Directed Exploration for Model-Based Reinforcement Learning in Factored MDPs. |
ICML |
2002 |
DBLP BibTeX RDF |
|
| 1 | Carlos Guestrin, Geoffrey J. Gordon |
Distributed Planning in Hierarchical Factored MDPs. |
UAI |
2002 |
DBLP BibTeX RDF |
|
| 1 | Mehmet Serkan Apaydin, Douglas L. Brutlag, Carlos Guestrin, David Hsu, Jean-Claude Latombe |
Stochastic roadmap simulation: an efficient representation and algorithm for analyzing molecular motion. |
RECOMB |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Carlos Guestrin, Shobha Venkataraman, Daphne Koller |
Context-Specific Multiagent Coordination and Planning with Factored MDPs. |
AAAI/IAAI |
2002 |
DBLP BibTeX RDF |
|
| 1 | Relu Patrascu, Pascal Poupart, Dale Schuurmans, Craig Boutilier, Carlos Guestrin |
Greedy Linear Value-Approximation for Factored Markov Decision Processes. |
AAAI/IAAI |
2002 |
DBLP BibTeX RDF |
|
| 1 | Carlos Guestrin, Daphne Koller, Ronald Parr |
Max-norm Projections for Factored MDPs. |
IJCAI |
2001 |
DBLP BibTeX RDF |
|
| 1 | Carlos Guestrin, Dirk Ormoneit |
Robust Combination of Local Controllers. |
UAI |
2001 |
DBLP BibTeX RDF |
|
| 1 | Carlos Guestrin, Daphne Koller, Ronald Parr |
Multiagent Planning with Factored MDPs. |
NIPS |
2001 |
DBLP BibTeX RDF |
|
| 1 | Fabio Gagliardi Cozman, Eric Krotkov, Carlos Guestrin |
Outdoor Visual Position Estimation for Planetary Rovers. |
Auton. Robots |
2000 |
DBLP DOI BibTeX RDF |
|
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