Carlos Guestrin

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
48	EE	Andreas Krause, Carlos Guestrin: Nonmyopic active learning of Gaussian processes: an exploration-exploitation approach. ICML 2007: 449-456
47	EE	Amarjeet Singh, Andreas Krause, Carlos Guestrin, William J. Kaiser, Maxim A. Batalin: Efficient Planning of Informative Paths for Multiple Robots. IJCAI 2007: 2204-2211
46	EE	Deepayan Chakrabarti, Jure Leskovec, Christos Faloutsos, Samuel Madden, Carlos Guestrin, Michalis Faloutsos: Information Survival Threshold in Sensor and P2P Networks. INFOCOM 2007: 1316-1324
45	EE	Jure Leskovec, Andreas Krause, Carlos Guestrin, Christos Faloutsos, Jeanne VanBriesen, Natalie S. Glance: Cost-effective outbreak detection in networks. KDD 2007: 420-429
44	EE	Jonathan Huang, Carlos Guestrin, Leonidas J. Guibas: Efficient Inference for Distributions on Permutations. NIPS 2007
43	EE	Anton Chechetka, Carlos Guestrin: Efficient Principled Learning of Thin Junction Trees. NIPS 2007
42	EE	Andreas Krause, H. Brendan McMahan, Carlos Guestrin, Anupam Gupta: Selecting Observations against Adversarial Objectives. NIPS 2007
41	EE	Bilge 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
40	EE	Andreas Krause, Jure Leskovec, Carlos Guestrin: Data association for topic intensity tracking. ICML 2006: 497-504
39	EE	Andreas Krause, Carlos Guestrin, Anupam Gupta, Jon M. Kleinberg: Near-optimal sensor placements: maximizing information while minimizing communication cost. IPSN 2006: 2-10
38	EE	Stanislav Funiak, Carlos Guestrin, Mark A. Paskin, Rahul Sukthankar: Distributed localization of networked cameras. IPSN 2006: 34-42
37	EE	Alexandra Meliou, David Chu, Joseph M. Hellerstein, Carlos Guestrin, Wei Hong: Data gathering tours in sensor networks. IPSN 2006: 43-50
36	EE	Stanislav Funiak, Carlos Guestrin, Mark A. Paskin, Rahul Sukthankar: Distributed Inference in Dynamical Systems. NIPS 2006: 433-440
35	EE	Branislav Kveton, Milos Hauskrecht, Carlos Guestrin: Solving Factored MDPs with Hybrid State and Action Variables. J. Artif. Intell. Res. (JAIR) 27: 153-201 (2006)
2005
34	EE	Amol Deshpande, Carlos Guestrin, Samuel Madden: Using Probabilistic Models for Data Management in Acquisitional Environments. CIDR 2005: 317-328
33	EE	Amol Deshpande, Carlos Guestrin, Wei Hong, Samuel Madden: Exploiting Correlated Attributes in Acquisitional Query Processing. ICDE 2005: 143-154
32	EE	Carlos Guestrin, Andreas Krause, Ajit Paul Singh: Near-optimal sensor placements in Gaussian processes. ICML 2005: 265-272
31	EE	Benjamin Taskar, Vassil Chatalbashev, Daphne Koller, Carlos Guestrin: Learning structured prediction models: a large margin approach. ICML 2005: 896-903
30	EE	Andreas Krause, Carlos Guestrin: Optimal Nonmyopic Value of Information in Graphical Models - Efficient Algorithms and Theoretical Limits. IJCAI 2005: 1339-1345
29	EE	Bhaskara Marthi, Stuart J. Russell, David Latham, Carlos Guestrin: Concurrent Hierarchical Reinforcement Learning. IJCAI 2005: 779-785
28	EE	Mark A. Paskin, Carlos Guestrin, Jim McFadden: A robust architecture for distributed inference in sensor networks. IPSN 2005: 55-62
27	EE	Vipul Singhvi, Andreas Krause, Carlos Guestrin, James H. Garrett Jr., H. Scott Matthews: Intelligent light control using sensor networks. SenSys 2005: 218-229
26	EE	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. SenSys 2005: 299
25	EE	Andreas Krause, Carlos Guestrin: Near-optimal Nonmyopic Value of Information in Graphical Models. UAI 2005: 324-331
24	EE	Amol Deshpande, Carlos Guestrin, Samuel Madden: Resource-Aware Wireless Sensor-Actuator Networks. IEEE Data Eng. Bull. 28(1): 40-47 (2005)
23	EE	Jure Leskovec, Purnamrita Sarkar, Carlos Guestrin: Modeling Link Qualities in a Sensor Network. Informatica (Slovenia) 29(4): 445-452 (2005)
22	EE	Amol 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
21	EE	Carlos Guestrin, Peter Bodík, Romain Thibaux, Mark A. Paskin, Samuel Madden: Distributed regression: an efficient framework for modeling sensor network data. IPSN 2004: 1-10
20	EE	Carlos Guestrin, Milos Hauskrecht, Branislav Kveton: Solving Factored MDPs with Continuous and Discrete Variables. UAI 2004: 235-242
19	EE	Mark A. Paskin, Carlos Guestrin: Robust Probabilistic Inference in Distributed Systems. UAI 2004: 436-445
18	EE	Amol 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
16	EE	Benjamin Taskar, Carlos Guestrin, Daphne Koller: Max-Margin Markov Networks. NIPS 2003
15	EE	Carlos Guestrin, Daphne Koller, Ronald Parr, Shobha Venkataraman: Efficient Solution Algorithms for Factored MDPs. J. Artif. Intell. Res. (JAIR) 19: 399-468 (2003)
14	EE	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 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
7	EE	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: 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
4	EE	Carlos Guestrin, Daphne Koller, Ronald Parr: Multiagent Planning with Factored MDPs. NIPS 2001: 1523-1530
3	EE	Carlos 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
1	EE	Carlos Guestrin, Fabio Gagliardi Cozman, Marcelo Godoy Simões: Industrial applications of image mosaicing and stabilization. KES (2) 1998: 174-183

Coauthor Index

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

Colors in the list of coauthors