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Carlos Guestrin Vis

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*2009
53EEKhalid El-Arini, Gaurav Veda, Dafna Shahaf, Carlos Guestrin: Turning down the noise in the blogosphere. KDD 2009: 289-298
52EECarlos Guestrin: How optimized environmental sensing helps address information overload on the web. KDD Workshop on Knowledge Discovery from Sensor Data 2009: 11
51EEAmarjeet Singh, Andreas Krause, Carlos Guestrin, William J. Kaiser: Efficient Informative Sensing using Multiple Robots. J. Artif. Intell. Res. (JAIR) 34: 707-755 (2009)
2007
50 Andreas Krause, Carlos Guestrin: Near-optimal Observation Selection using Submodular Functions. AAAI 2007: 1650-1654
49 Alexandra Meliou, Andreas Krause, Carlos Guestrin, Joseph M. Hellerstein: Nonmyopic Informative Path Planning in Spatio-Temporal Models. AAAI 2007: 602-607
48EEAndreas Krause, Carlos Guestrin: Nonmyopic active learning of Gaussian processes: an exploration-exploitation approach. ICML 2007: 449-456
47EEAmarjeet Singh, Andreas Krause, Carlos Guestrin, William J. Kaiser, Maxim A. Batalin: Efficient Planning of Informative Paths for Multiple Robots. IJCAI 2007: 2204-2211
46EEDeepayan Chakrabarti, Jure Leskovec, Christos Faloutsos, Samuel Madden, Carlos Guestrin, Michalis Faloutsos: Information Survival Threshold in Sensor and P2P Networks. INFOCOM 2007: 1316-1324
45EEJure Leskovec, Andreas Krause, Carlos Guestrin, Christos Faloutsos, Jeanne VanBriesen, Natalie S. Glance: Cost-effective outbreak detection in networks. KDD 2007: 420-429
44EEJonathan Huang, Carlos Guestrin, Leonidas J. Guibas: Efficient Inference for Distributions on Permutations. NIPS 2007
43EEAnton Chechetka, Carlos Guestrin: Efficient Principled Learning of Thin Junction Trees. NIPS 2007
42EEAndreas Krause, H. Brendan McMahan, Carlos Guestrin, Anupam Gupta: Selecting Observations against Adversarial Objectives. NIPS 2007
41EEBilge Mutlu, Andreas Krause, Jodi Forlizzi, Carlos Guestrin, Jessica K. Hodgins: Robust, low-cost, non-intrusive sensing and recognition of seated postures. UIST 2007: 149-158
2006
40EEAndreas Krause, Jure Leskovec, Carlos Guestrin: Data association for topic intensity tracking. ICML 2006: 497-504
39EEAndreas Krause, Carlos Guestrin, Anupam Gupta, Jon M. Kleinberg: Near-optimal sensor placements: maximizing information while minimizing communication cost. IPSN 2006: 2-10
38EEStanislav Funiak, Carlos Guestrin, Mark A. Paskin, Rahul Sukthankar: Distributed localization of networked cameras. IPSN 2006: 34-42
37EEAlexandra Meliou, David Chu, Joseph M. Hellerstein, Carlos Guestrin, Wei Hong: Data gathering tours in sensor networks. IPSN 2006: 43-50
36EEStanislav Funiak, Carlos Guestrin, Mark A. Paskin, Rahul Sukthankar: Distributed Inference in Dynamical Systems. NIPS 2006: 433-440
35EEBranislav Kveton, Milos Hauskrecht, Carlos Guestrin: Solving Factored MDPs with Hybrid State and Action Variables. J. Artif. Intell. Res. (JAIR) 27: 153-201 (2006)
2005
34EEAmol Deshpande, Carlos Guestrin, Samuel Madden: Using Probabilistic Models for Data Management in Acquisitional Environments. CIDR 2005: 317-328
33EEAmol Deshpande, Carlos Guestrin, Wei Hong, Samuel Madden: Exploiting Correlated Attributes in Acquisitional Query Processing. ICDE 2005: 143-154
32EECarlos Guestrin, Andreas Krause, Ajit Paul Singh: Near-optimal sensor placements in Gaussian processes. ICML 2005: 265-272
31EEBenjamin Taskar, Vassil Chatalbashev, Daphne Koller, Carlos Guestrin: Learning structured prediction models: a large margin approach. ICML 2005: 896-903
30EEAndreas Krause, Carlos Guestrin: Optimal Nonmyopic Value of Information in Graphical Models - Efficient Algorithms and Theoretical Limits. IJCAI 2005: 1339-1345
29EEBhaskara Marthi, Stuart J. Russell, David Latham, Carlos Guestrin: Concurrent Hierarchical Reinforcement Learning. IJCAI 2005: 779-785
28EEMark A. Paskin, Carlos Guestrin, Jim McFadden: A robust architecture for distributed inference in sensor networks. IPSN 2005: 55-62
27EEVipul Singhvi, Andreas Krause, Carlos Guestrin, James H. Garrett Jr., H. Scott Matthews: Intelligent light control using sensor networks. SenSys 2005: 218-229
26EEBurak 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. SenSys 2005: 299
25EEAndreas Krause, Carlos Guestrin: Near-optimal Nonmyopic Value of Information in Graphical Models. UAI 2005: 324-331
24EEAmol Deshpande, Carlos Guestrin, Samuel Madden: Resource-Aware Wireless Sensor-Actuator Networks. IEEE Data Eng. Bull. 28(1): 40-47 (2005)
23EEJure Leskovec, Purnamrita Sarkar, Carlos Guestrin: Modeling Link Qualities in a Sensor Network. Informatica (Slovenia) 29(4): 445-452 (2005)
22EEAmol Deshpande, Carlos Guestrin, Samuel Madden, Joseph M. Hellerstein, Wei Hong: Model-based approximate querying in sensor networks. VLDB J. 14(4): 417-443 (2005)
2004
21EECarlos Guestrin, Peter Bodík, Romain Thibaux, Mark A. Paskin, Samuel Madden: Distributed regression: an efficient framework for modeling sensor network data. IPSN 2004: 1-10
20EECarlos Guestrin, Milos Hauskrecht, Branislav Kveton: Solving Factored MDPs with Continuous and Discrete Variables. UAI 2004: 235-242
19EEMark A. Paskin, Carlos Guestrin: Robust Probabilistic Inference in Distributed Systems. UAI 2004: 436-445
18EEAmol Deshpande, Carlos Guestrin, Samuel Madden, Joseph M. Hellerstein, Wei Hong: Model-Driven Data Acquisition in Sensor Networks. VLDB 2004: 588-599
2003
17 Carlos Guestrin, Daphne Koller, Chris Gearhart, Neal Kanodia: Generalizing Plans to New Environments in Relational MDPs. IJCAI 2003: 1003-1010
16EEBenjamin Taskar, Carlos Guestrin, Daphne Koller: Max-Margin Markov Networks. NIPS 2003
15EECarlos Guestrin, Daphne Koller, Ronald Parr, Shobha Venkataraman: Efficient Solution Algorithms for Factored MDPs. J. Artif. Intell. Res. (JAIR) 19: 399-468 (2003)
14EEMehmet 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 10(3/4): 257-281 (2003)
2002
13 Carlos Guestrin, Shobha Venkataraman, Daphne Koller: Context-Specific Multiagent Coordination and Planning with Factored MDPs. AAAI/IAAI 2002: 253-259
12 Relu Patrascu, Pascal Poupart, Dale Schuurmans, Craig Boutilier, Carlos Guestrin: Greedy Linear Value-Approximation for Factored Markov Decision Processes. AAAI/IAAI 2002: 285-291
11 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: 18-26
10 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: 74-74
9 Carlos Guestrin, Michail G. Lagoudakis, Ronald Parr: Coordinated Reinforcement Learning. ICML 2002: 227-234
8 Carlos Guestrin, Relu Patrascu, Dale Schuurmans: Algorithm-Directed Exploration for Model-Based Reinforcement Learning in Factored MDPs. ICML 2002: 235-242
7EEMehmet 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: 12-21
6 Carlos Guestrin, Geoffrey J. Gordon: Distributed Planning in Hierarchical Factored MDPs. UAI 2002: 197-206
2001
5 Carlos Guestrin, Daphne Koller, Ronald Parr: Max-norm Projections for Factored MDPs. IJCAI 2001: 673-682
4EECarlos Guestrin, Daphne Koller, Ronald Parr: Multiagent Planning with Factored MDPs. NIPS 2001: 1523-1530
3EECarlos Guestrin, Dirk Ormoneit: Robust Combination of Local Controllers. UAI 2001: 178-185
2000
2 Fabio Gagliardi Cozman, Eric Krotkov, Carlos Guestrin: Outdoor Visual Position Estimation for Planetary Rovers. Auton. Robots 9(2): 135-150 (2000)
1998
1EECarlos Guestrin, Fabio Gagliardi Cozman, Marcelo Godoy Simões: Industrial applications of image mosaicing and stabilization. KES (2) 1998: 174-183

Coauthor Index

1Burak Aksak [26]
2Mehmet Serkan Apaydin [7] [10] [11] [14]
3Maxim A. Batalin [47]
4Preethi Srinivas Bhat [26]
5Peter Bodík [21]
6Craig Boutilier [12]
7Douglas L. Brutlag [7] [10] [11] [14]
8Jason Campbell [26]
9Deepayan Chakrabarti [46]
10Vassil Chatalbashev [31]
11Anton Chechetka [43]
12David Chu [37]
13Fabio Gagliardi Cozman [1] [2]
14Michael DeRosa [26]
15Amol Deshpande [18] [22] [24] [33] [34]
16Khalid El-Arini [53]
17Christos Faloutsos [45] [46]
18Michalis Faloutsos [46]
19Jodi Forlizzi [41]
20Stanislav Funiak [26] [36] [38]
21James H. Garrett Jr. [27]
22Chris Gearhart [17]
23Phillip B. Gibbons [26]
24Natalie S. Glance [45]
25Seth Copen Goldstein [26]
26Geoffrey J. Gordon [6]
27Leonidas J. Guibas [44]
28Anupam Gupta [39] [42]
29Ashish Gupta [26]
30Milos Hauskrecht [20] [35]
31Casey Helfrich [26]
32Joseph M. Hellerstein [18] [22] [37] [49]
33James F. Hoburg [26]
34Jessica K. Hodgins [41]
35Wei Hong [18] [22] [33] [37]
36David Hsu [7] [10] [14]
37Jonathan Huang [44]
38William J. Kaiser [47] [51]
39Neal Kanodia [17]
40Brian Kirby [26]
41Jon M. Kleinberg [39]
42Daphne Koller [4] [5] [13] [15] [16] [17] [31]
43Andreas Krause [25] [27] [30] [32] [39] [40] [41] [42] [45] [47] [48] [49] [50] [51]
44Eric Krotkov [2]
45James J. Kuffner (James J. Kuffner Jr., James Kuffner) [26]
46Branislav Kveton [20] [35]
47Michail G. Lagoudakis [9]
48David Latham [29]
49Jean-Claude Latombe [7] [10] [11] [14]
50Peter Lee [26]
51Jure Leskovec [23] [40] [45] [46]
52Samuel Madden [18] [21] [22] [24] [33] [34] [46]
53Bhaskara Marthi [29]
54H. Scott Matthews [27]
55Jim McFadden [28]
56H. Brendan McMahan [42]
57Alexandra Meliou [37] [49]
58Todd C. Mowry [26]
59Bilge Mutlu [41]
60Dirk Ormoneit [3]
61Ronald Parr [4] [5] [9] [15]
62Mark A. Paskin [19] [21] [28] [36] [38]
63Relu Patrascu [8] [12]
64Padmanabhan Pillai [26]
65Pascal Poupart [12]
66Ram Ravichandran [26]
67Benjamin D. Rister [26]
68Stuart J. Russell [29]
69Purnamrita Sarkar [23]
70Dale Schuurmans [8] [12]
71Srinivasan Seshan [26]
72Dafna Shahaf [53]
73Marcelo Godoy Simões [1]
74Ajit Paul Singh [32]
75Amit Pal Singh [10]
76Amarjeet Singh [47] [51]
77Vipul Singhvi [27]
78Metin Sitti [26]
79Rahul Sukthankar [36] [38]
80Benjamin Taskar (Ben Taskar) [16] [31]
81Romain Thibaux [21]
82Jeanne VanBriesen [45]
83Chris Varma [10] [11] [14]
84Gaurav Veda [53]
85Shobha Venkataraman [13] [15]
86Haifeng Yu [26]

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Copyright © Tue Nov 3 08:52:44 2009 by Michael Ley (ley@uni-trier.de)