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Carlos Guestrin: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Carlos Guestrin, Shobha Venkataraman, Daphne Koller
    Context-Specific Multiagent Coordination and Planning with Factored MDPs. [Citation Graph (0, 0)][DBLP]
    AAAI/IAAI, 2002, pp:253-259 [Conf]
  2. Relu Patrascu, Pascal Poupart, Dale Schuurmans, Craig Boutilier, Carlos Guestrin
    Greedy Linear Value-Approximation for Factored Markov Decision Processes. [Citation Graph (0, 0)][DBLP]
    AAAI/IAAI, 2002, pp:285-291 [Conf]
  3. Amol Deshpande, Carlos Guestrin, Samuel Madden
    Using Probabilistic Models for Data Management in Acquisitional Environments. [Citation Graph (0, 0)][DBLP]
    CIDR, 2005, pp:317-328 [Conf]
  4. Mehmet Serkan Apaydin, Carlos Guestrin, Chris Varma, Douglas L. Brutlag, Jean-Claude Latombe
    Stochastic roadmap simulation for the study of ligand-protein interactions. [Citation Graph (0, 0)][DBLP]
    ECCB, 2002, pp:18-26 [Conf]
  5. 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. [Citation Graph (0, 0)][DBLP]
    ECCB, 2002, pp:74-74 [Conf]
  6. Amol Deshpande, Carlos Guestrin, Wei Hong, Samuel Madden
    Exploiting Correlated Attributes in Acquisitional Query Processing. [Citation Graph (0, 0)][DBLP]
    ICDE, 2005, pp:143-154 [Conf]
  7. Carlos Guestrin, Andreas Krause, Ajit Paul Singh
    Near-optimal sensor placements in Gaussian processes. [Citation Graph (0, 0)][DBLP]
    ICML, 2005, pp:265-272 [Conf]
  8. Carlos Guestrin, Michail G. Lagoudakis, Ronald Parr
    Coordinated Reinforcement Learning. [Citation Graph (0, 0)][DBLP]
    ICML, 2002, pp:227-234 [Conf]
  9. Carlos Guestrin, Relu Patrascu, Dale Schuurmans
    Algorithm-Directed Exploration for Model-Based Reinforcement Learning in Factored MDPs. [Citation Graph (0, 0)][DBLP]
    ICML, 2002, pp:235-242 [Conf]
  10. Andreas Krause, Jure Leskovec, Carlos Guestrin
    Data association for topic intensity tracking. [Citation Graph (0, 0)][DBLP]
    ICML, 2006, pp:497-504 [Conf]
  11. Benjamin Taskar, Vassil Chatalbashev, Daphne Koller, Carlos Guestrin
    Learning structured prediction models: a large margin approach. [Citation Graph (0, 0)][DBLP]
    ICML, 2005, pp:896-903 [Conf]
  12. Carlos Guestrin, Daphne Koller, Chris Gearhart, Neal Kanodia
    Generalizing Plans to New Environments in Relational MDPs. [Citation Graph (0, 0)][DBLP]
    IJCAI, 2003, pp:1003-1010 [Conf]
  13. Carlos Guestrin, Daphne Koller, Ronald Parr
    Max-norm Projections for Factored MDPs. [Citation Graph (0, 0)][DBLP]
    IJCAI, 2001, pp:673-682 [Conf]
  14. Andreas Krause, Carlos Guestrin
    Optimal Nonmyopic Value of Information in Graphical Models - Efficient Algorithms and Theoretical Limits. [Citation Graph (0, 0)][DBLP]
    IJCAI, 2005, pp:1339-1345 [Conf]
  15. Bhaskara Marthi, Stuart J. Russell, David Latham, Carlos Guestrin
    Concurrent Hierarchical Reinforcement Learning. [Citation Graph (0, 0)][DBLP]
    IJCAI, 2005, pp:779-785 [Conf]
  16. Amarjeet Singh 0003, Andreas Krause, Carlos Guestrin, William J. Kaiser, Maxim A. Batalin
    Efficient Planning of Informative Paths for Multiple Robots. [Citation Graph (0, 0)][DBLP]
    IJCAI, 2007, pp:2204-2211 [Conf]
  17. Carlos Guestrin, Peter Bodík, Romain Thibaux, Mark A. Paskin, Samuel Madden
    Distributed regression: an efficient framework for modeling sensor network data. [Citation Graph (0, 0)][DBLP]
    IPSN, 2004, pp:1-10 [Conf]
  18. Stanislav Funiak, Carlos Guestrin, Mark A. Paskin, Rahul Sukthankar
    Distributed localization of networked cameras. [Citation Graph (0, 0)][DBLP]
    IPSN, 2006, pp:34-42 [Conf]
  19. Andreas Krause, Carlos Guestrin, Anupam Gupta, Jon M. Kleinberg
    Near-optimal sensor placements: maximizing information while minimizing communication cost. [Citation Graph (0, 0)][DBLP]
    IPSN, 2006, pp:2-10 [Conf]
  20. Alexandra Meliou, David Chu, Joseph M. Hellerstein, Carlos Guestrin, Wei Hong
    Data gathering tours in sensor networks. [Citation Graph (0, 0)][DBLP]
    IPSN, 2006, pp:43-50 [Conf]
  21. Mark A. Paskin, Carlos Guestrin, Jim McFadden
    A robust architecture for distributed inference in sensor networks. [Citation Graph (0, 0)][DBLP]
    IPSN, 2005, pp:55-62 [Conf]
  22. Carlos Guestrin, Daphne Koller, Ronald Parr
    Multiagent Planning with Factored MDPs. [Citation Graph (0, 0)][DBLP]
    NIPS, 2001, pp:1523-1530 [Conf]
  23. Benjamin Taskar, Carlos Guestrin, Daphne Koller
    Max-Margin Markov Networks. [Citation Graph (0, 0)][DBLP]
    NIPS, 2003, pp:- [Conf]
  24. 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. [Citation Graph (0, 0)][DBLP]
    RECOMB, 2002, pp:12-21 [Conf]
  25. Vipul Singhvi, Andreas Krause, Carlos Guestrin, James H. Garrett Jr., H. Scott Matthews
    Intelligent light control using sensor networks. [Citation Graph (0, 0)][DBLP]
    SenSys, 2005, pp:218-229 [Conf]
  26. 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 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. [Citation Graph (0, 0)][DBLP]
    SenSys, 2005, pp:299- [Conf]
  27. Carlos Guestrin, Geoffrey J. Gordon
    Distributed Planning in Hierarchical Factored MDPs. [Citation Graph (0, 0)][DBLP]
    UAI, 2002, pp:197-206 [Conf]
  28. Carlos Guestrin, Dirk Ormoneit
    Robust Combination of Local Controllers. [Citation Graph (0, 0)][DBLP]
    UAI, 2001, pp:178-185 [Conf]
  29. Amol Deshpande, Carlos Guestrin, Samuel Madden, Joseph M. Hellerstein, Wei Hong
    Model-Driven Data Acquisition in Sensor Networks. [Citation Graph (0, 0)][DBLP]
    VLDB, 2004, pp:588-599 [Conf]
  30. Fabio Gagliardi Cozman, Eric Krotkov, Carlos Guestrin
    Outdoor Visual Position Estimation for Planetary Rovers. [Citation Graph (0, 0)][DBLP]
    Auton. Robots, 2000, v:9, n:2, pp:135-150 [Journal]
  31. Amol Deshpande, Carlos Guestrin, Samuel Madden
    Resource-Aware Wireless Sensor-Actuator Networks. [Citation Graph (0, 0)][DBLP]
    IEEE Data Eng. Bull., 2005, v:28, n:1, pp:40-47 [Journal]
  32. Jure Leskovec, Purnamrita Sarkar, Carlos Guestrin
    Modeling Link Qualities in a Sensor Network. [Citation Graph (0, 0)][DBLP]
    Informatica (Slovenia), 2005, v:29, n:4, pp:445-452 [Journal]
  33. Carlos Guestrin, Daphne Koller, Ronald Parr, Shobha Venkataraman
    Efficient Solution Algorithms for Factored MDPs. [Citation Graph (0, 0)][DBLP]
    J. Artif. Intell. Res. (JAIR), 2003, v:19, n:, pp:399-468 [Journal]
  34. 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. [Citation Graph (0, 0)][DBLP]
    Journal of Computational Biology, 2003, v:10, n:3/4, pp:257-281 [Journal]
  35. Amol Deshpande, Carlos Guestrin, Samuel Madden, Joseph M. Hellerstein, Wei Hong
    Model-based approximate querying in sensor networks. [Citation Graph (0, 0)][DBLP]
    VLDB J., 2005, v:14, n:4, pp:417-443 [Journal]
  36. Alexandra Meliou, Andreas Krause, Carlos Guestrin, Joseph M. Hellerstein
    Nonmyopic Informative Path Planning in Spatio-Temporal Models. [Citation Graph (0, 0)][DBLP]
    AAAI, 2007, pp:602-607 [Conf]
  37. Andreas Krause, Carlos Guestrin
    Near-optimal Observation Selection using Submodular Functions. [Citation Graph (0, 0)][DBLP]
    AAAI, 2007, pp:1650-1654 [Conf]
  38. Andreas Krause, Carlos Guestrin
    Nonmyopic active learning of Gaussian processes: an exploration-exploitation approach. [Citation Graph (0, 0)][DBLP]
    ICML, 2007, pp:449-456 [Conf]
  39. Deepayan Chakrabarti, Jure Leskovec, Christos Faloutsos, Samuel Madden, Carlos Guestrin, Michalis Faloutsos
    Information Survival Threshold in Sensor and P2P Networks. [Citation Graph (0, 0)][DBLP]
    INFOCOM, 2007, pp:1316-1324 [Conf]
  40. Jure Leskovec, Andreas Krause, Carlos Guestrin, Christos Faloutsos, Jeanne VanBriesen, Natalie S. Glance
    Cost-effective outbreak detection in networks. [Citation Graph (0, 0)][DBLP]
    KDD, 2007, pp:420-429 [Conf]
  41. Stanislav Funiak, Carlos Guestrin, Mark Paskin, Rahul Sukthankar
    Distributed Inference in Dynamical Systems. [Citation Graph (0, 0)][DBLP]
    NIPS, 2006, pp:433-440 [Conf]
  42. Andreas Krause, Carlos Guestrin
    Near-optimal Nonmyopic Value of Information in Graphical Models. [Citation Graph (0, 0)][DBLP]
    UAI, 2005, pp:324-331 [Conf]
  43. Carlos Guestrin, Milos Hauskrecht, Branislav Kveton
    Solving Factored MDPs with Continuous and Discrete Variables. [Citation Graph (0, 0)][DBLP]
    UAI, 2004, pp:235-242 [Conf]
  44. Mark A. Paskin, Carlos Guestrin
    Robust Probabilistic Inference in Distributed Systems. [Citation Graph (0, 0)][DBLP]
    UAI, 2004, pp:436-445 [Conf]
  45. Bilge Mutlu, Andreas Krause, Jodi Forlizzi, Carlos Guestrin, Jessica Hodgins
    Robust, low-cost, non-intrusive sensing and recognition of seated postures. [Citation Graph (0, 0)][DBLP]
    UIST, 2007, pp:149-158 [Conf]
  46. Branislav Kveton, Milos Hauskrecht, Carlos Guestrin
    Solving Factored MDPs with Hybrid State and Action Variables. [Citation Graph (0, 0)][DBLP]
    J. Artif. Intell. Res. (JAIR), 2006, v:27, n:, pp:153-201 [Journal]

  47. Learning Tree Conditional Random Fields. [Citation Graph (, )][DBLP]


  48. Learning Hierarchical Riffle Independent Groupings from Rankings. [Citation Graph (, )][DBLP]


  49. Approximating sensor network queries using in-network summaries. [Citation Graph (, )][DBLP]


  50. Simultaneous placement and scheduling of sensors. [Citation Graph (, )][DBLP]


  51. Turning down the noise in the blogosphere. [Citation Graph (, )][DBLP]


  52. How optimized environmental sensing helps address information overload on the web. [Citation Graph (, )][DBLP]


  53. Connecting the dots between news articles. [Citation Graph (, )][DBLP]


  54. Industrial applications of image mosaicing and stabilization. [Citation Graph (, )][DBLP]


  55. Efficient Principled Learning of Thin Junction Trees. [Citation Graph (, )][DBLP]


  56. Efficient Inference for Distributions on Permutations. [Citation Graph (, )][DBLP]


  57. Selecting Observations against Adversarial Objectives. [Citation Graph (, )][DBLP]


  58. Multiresolution Cube Estimators for Sensor Network Aggregate Queries. [Citation Graph (, )][DBLP]


  59. Optimizing Sensing: From Water to the Web. [Citation Graph (, )][DBLP]


  60. Uncovering the Riffled Independence Structure of Rankings [Citation Graph (, )][DBLP]


  61. GraphLab: A New Framework for Parallel Machine Learning [Citation Graph (, )][DBLP]


  62. Multiresolution Cube Estimators for Sensor Network Aggregate Queries [Citation Graph (, )][DBLP]


  63. Linear Characteristic Graphical Models: Representation, Inference and Applications [Citation Graph (, )][DBLP]


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