Geoffrey J. Gordon

Machine Learning Department, Carnegie Mellon University

	2012
85		Brian D. Ziebart, Miroslav Dudík, Geoffrey J. Gordon, Katia P. Sycara, Wendi L. Adair, Jeanne Brett: Identifying Culture and Leveraging Cultural Differences for Negotiation Agents. HICSS 2012: 618-627
84		Ajit Paul Singh, Geoffrey J. Gordon: A Bayesian Matrix Factorization Model for Relational Data CoRR abs/1203.3517: (2012)
	2011
83		Byron Boots, Geoffrey J. Gordon: An Online Spectral Learning Algorithm for Partially Observable Nonlinear Dynamical Systems. AAAI 2011
82		Min Chi, Kenneth R. Koedinger, Geoffrey J. Gordon, Pamela W. Jordan, Kurt VanLehn: Instructional Factors Analysis: A Cognitive Model For Multiple Instructional Interventions. EDM 2011: 61-70
81		Geoffrey J. Gordon, Nicholas Roy, Sebastian Thrun: Finding Approximate POMDP solutions Through Belief Compression CoRR abs/1107.0053: (2011)
80		Joelle Pineau, Geoffrey J. Gordon, Sebastian Thrun: Anytime Point-Based Approximations for Large POMDPs CoRR abs/1110.0027: (2011)
79		Byron Boots, Geoffrey J. Gordon: Two-Manifold Problems CoRR abs/1112.6399: (2011)
78		Byron Boots, Sajid M. Siddiqi, Geoffrey J. Gordon: Closing the learning-planning loop with predictive state representations. I. J. Robotic Res. 30(7): 954-966 (2011)
77		Geoffrey J. Gordon, David B. Dunson: Preface. Journal of Machine Learning Research - Proceedings Track 15: 1-2 (2011)
76		Sue Ann Hong, Geoffrey J. Gordon: Optimal Distributed Market-Based Planning for Multi-Agent Systems with Shared Resources. Journal of Machine Learning Research - Proceedings Track 15: 351-360 (2011)
75		Stéphane Ross, Geoffrey J. Gordon, Drew Bagnell: A Reduction of Imitation Learning and Structured Prediction to No-Regret Online Learning. Journal of Machine Learning Research - Proceedings Track 15: 627-635 (2011)
74		Erik Zawadzki, Geoffrey J. Gordon, André Platzer: An Instantiation-Based Theorem Prover for First-Order Programming. Journal of Machine Learning Research - Proceedings Track 15: 855-863 (2011)
	2010
73		Byron Boots, Sajid M. Siddiqi, Geoffrey J. Gordon: Closing the learning-planning loop with predictive state representations. AAMAS 2010: 1369-1370
72		Julian Ramos, Sajid M. Siddiqi, Artur Dubrawski, Geoffrey J. Gordon, Abhishek Sharma: Automatic state discovery for unstructured audio scene classification. ICASSP 2010: 2154-2157
71		Le Song, Byron Boots, Sajid M. Siddiqi, Geoffrey J. Gordon, Alexander J. Smola: Hilbert Space Embeddings of Hidden Markov Models. ICML 2010: 991-998
70		Byron Boots, Geoffrey J. Gordon: Predictive State Temporal Difference Learning. NIPS 2010: 271-279
69		Byron Boots, Sajid M. Siddiqi, Geoffrey J. Gordon: Closing the Learning-Planning Loop with Predictive State Representations. Robotics: Science and Systems 2010
68		Ajit Singh, Geoffrey J. Gordon: A Bayesian Matrix Factorization Model for Relational Data. UAI 2010: 556-563
67		Peng Yang, Randy A. Freeman, Geoffrey J. Gordon, Kevin M. Lynch, Siddhartha S. Srinivasa, Rahul Sukthankar: Decentralized estimation and control of graph connectivity for mobile sensor networks. Automatica 46(2): 390-396 (2010)
66		Byron Boots, Geoffrey J. Gordon: Predictive State Temporal Difference Learning CoRR abs/1011.0041: (2010)
65		Stéphane Ross, Geoffrey J. Gordon, J. Andrew Bagnell: No-Regret Reductions for Imitation Learning and Structured Prediction CoRR abs/1011.0686: (2010)
64		Sajid M. Siddiqi, Byron Boots, Geoffrey J. Gordon: Reduced-Rank Hidden Markov Models. Journal of Machine Learning Research - Proceedings Track 9: 741-748 (2010)
	2009
63		Miroslav Dudík, Geoffrey J. Gordon: A Sampling-Based Approach to Computing Equilibria in Succinct Extensive-Form Games. UAI 2009: 151-160
62		Geoffrey J. Gordon, Sue Ann Hong, Miroslav Dudík: First-Order Mixed Integer Linear Programming. UAI 2009: 213-222
61		Sajid M. Siddiqi, Byron Boots, Geoffrey J. Gordon: Reduced-Rank Hidden Markov Models CoRR abs/0910.0902: (2009)
60		Byron Boots, Sajid M. Siddiqi, Geoffrey J. Gordon: Closing the Learning-Planning Loop with Predictive State Representations CoRR abs/0912.2385: (2009)
59		Thomas S. Stepleton, Zoubin Ghahramani, Geoffrey J. Gordon, Tai Sing Lee: The Block Diagonal Infinite Hidden Markov Model. Journal of Machine Learning Research - Proceedings Track 5: 552-559 (2009)
	2008
58		Michael Freed, Jaime G. Carbonell, Geoffrey J. Gordon, Jordan Hayes, Brad A. Myers, Daniel P. Siewiorek, Stephen Smith, Aaron Steinfeld, Anthony Tomasic: RADAR: A Personal Assistant that Learns to Reduce Email Overload. AAAI 2008: 1287-1293
57		Jan-P. Calliess, Geoffrey J. Gordon: No-regret learning and a mechanism for distributed multiagent planning. AAMAS (1) 2008: 509-516
56		Ajit Paul Singh, Geoffrey J. Gordon: A Unified View of Matrix Factorization Models. ECML/PKDD (2) 2008: 358-373
55		Geoffrey J. Gordon, Amy Greenwald, Casey Marks: No-regret learning in convex games. ICML 2008: 360-367
54		Irina Rish, Genady Grabarnik, Guillermo A. Cecchi, Francisco Pereira, Geoffrey J. Gordon: Closed-form supervised dimensionality reduction with generalized linear models. ICML 2008: 832-839
53		Ajit Paul Singh, Geoffrey J. Gordon: Relational learning via collective matrix factorization. KDD 2008: 650-658
52		Maxim Likhachev, Dave Ferguson, Geoffrey J. Gordon, Anthony Stentz, Sebastian Thrun: Anytime search in dynamic graphs. Artif. Intell. 172(14): 1613-1643 (2008)
51		Shann-Ching Chen, Geoffrey J. Gordon, Robert F. Murphy: Graphical Models for Structured Classification, with an Application to Interpreting Images of Protein Subcellular Location Patterns. Journal of Machine Learning Research 9: 651-682 (2008)
	2007
50		H. Brendan McMahan, Geoffrey J. Gordon: A Unification of Extensive-Form Games and Markov Decision Processes. AAAI 2007: 86-93
49		Kian Hsiang Low, Geoffrey J. Gordon, John M. Dolan, Pradeep K. Khosla: Adaptive Sampling for Multi-Robot Wide-Area Exploration. ICRA 2007: 755-760
48		Shann-Ching Chen, Ting Zhao, Geoffrey J. Gordon, Robert F. Murphy: Automated image analysis of protein localization in budding yeast. ISMB/ECCB (Supplement of Bioinformatics) 2007: 66-71
47		Sajid M. Siddiqi, Byron Boots, Geoffrey J. Gordon: A Constraint Generation Approach to Learning Stable Linear Dynamical Systems. NIPS 2007
46		Geoffrey J. Gordon: Agendas for multi-agent learning. Artif. Intell. 171(7): 392-401 (2007)
45		H. Brendan McMahan, Geoffrey J. Gordon: A Fast Bundle-based Anytime Algorithm for Poker and other Convex Games. Journal of Machine Learning Research - Proceedings Track 2: 323-330 (2007)
44		Purnamrita Sarkar, Sajid M. Siddiqi, Geoffrey J. Gordon: A Latent Space Approach to Dynamic Embedding of Co-occurrence Data. Journal of Machine Learning Research - Proceedings Track 2: 420-427 (2007)
43		Sajid M. Siddiqi, Geoffrey J. Gordon, Andrew W. Moore: Fast State Discovery for HMM Model Selection and Learning. Journal of Machine Learning Research - Proceedings Track 2: 492-499 (2007)
	2006
42		Matthijs T. J. Spaan, Geoffrey J. Gordon, Nikos A. Vlassis: Decentralized planning under uncertainty for teams of communicating agents. AAMAS 2006: 249-256
41		Shann-Ching Chen, Ting Zhao, Geoffrey J. Gordon, Robert F. Murphy: A Novel Graphical Model Approach to Segmenting Cell Images. CIBCB 2006: 1-8
40		Francisco Pereira, Geoffrey J. Gordon: The support vector decomposition machine. ICML 2006: 689-696
39		Shann-Ching Chen, Geoffrey J. Gordon, Robert F. Murphy: A novel approximate inference approach to automated classification of protein subcellular location patterns in multi-cell images. ISBI 2006: 558-561
38		Chris Murray, Geoffrey J. Gordon: Multi-Robot Negotiation: Approximating the Set of Subgame Perfect Equilibria in General-Sum Stochastic Games. NIPS 2006: 1001-1008
37		Geoffrey J. Gordon: No-regret Algorithms for Online Convex Programs. NIPS 2006: 489-496
36		Brian P. Gerkey, Sebastian Thrun, Geoffrey J. Gordon: Visibility-based Pursuit-evasion with Limited Field of View. I. J. Robotic Res. 25(4): 299-315 (2006)
35		Joelle Pineau, Geoffrey J. Gordon, Sebastian Thrun: Anytime Point-Based Approximations for Large POMDPs. J. Artif. Intell. Res. (JAIR) 27: 335-380 (2006)
34		Nikos A. Vlassis, Geoffrey J. Gordon, Joelle Pineau: Planning under uncertainty in robotics. Robotics and Autonomous Systems 54(11): 885-886 (2006)
	2005
33		H. Brendan McMahan, Geoffrey J. Gordon: Fast Exact Planning in Markov Decision Processes. ICAPS 2005: 151-160
32		Maxim Likhachev, David I. Ferguson, Geoffrey J. Gordon, Anthony Stentz, Sebastian Thrun: Anytime Dynamic A*: An Anytime, Replanning Algorithm. ICAPS 2005: 262-271
31		H. Brendan McMahan, Maxim Likhachev, Geoffrey J. Gordon: Bounded real-time dynamic programming: RTDP with monotone upper bounds and performance guarantees. ICML 2005: 569-576
30		Rosemary Emery-Montemerlo, Geoffrey J. Gordon, Jeff G. Schneider, Sebastian Thrun: Game Theoretic Control for Robot Teams. ICRA 2005: 1163-1169
29		Joelle Pineau, Geoffrey J. Gordon: POMDP Planning for Robust Robot Control. ISRR 2005: 69-82
28		Nicholas Roy, Geoffrey J. Gordon, Sebastian Thrun: Finding Approximate POMDP solutions Through Belief Compression. J. Artif. Intell. Res. (JAIR) 23: 1-40 (2005)
	2004
27		Brian P. Gerkey, Sebastian Thrun, Geoffrey J. Gordon: Visibility-Based Pursuit-Evasion with Limited Field of View. AAAI 2004: 20-27
26		Rosemary Emery-Montemerlo, Geoffrey J. Gordon, Jeff G. Schneider, Sebastian Thrun: Approximate Solutions for Partially Observable Stochastic Games with Common Payoffs. AAMAS 2004: 136-143
25		Matthew Rosencrantz, Geoffrey J. Gordon, Sebastian Thrun: Learning low dimensional predictive representations. ICML 2004
24		Maxim Likhachev, Geoffrey J. Gordon, Sebastian Thrun: Planning for Markov Decision Processes with Sparse Stochasticity. NIPS 2004
	2003
23		Matthew Rosencrantz, Geoffrey J. Gordon, Sebastian Thrun: Locating moving entities in indoor environments with teams of mobile robots. AAMAS 2003: 233-240
22		Nicholas Roy, Geoffrey J. Gordon, Sebastian Thrun: Planning under Uncertainty for Reliable Health Care Robotics. FSR 2003: 417-426
21		H. Brendan McMahan, Geoffrey J. Gordon, Avrim Blum: Planning in the Presence of Cost Functions Controlled by an Adversary. ICML 2003: 536-543
20		Joelle Pineau, Geoffrey J. Gordon, Sebastian Thrun: Point-based value iteration: An anytime algorithm for POMDPs. IJCAI 2003: 1025-1032
19		Sebastian Thrun, Geoffrey J. Gordon, Frank Pfenning, Mary Berna, Brennan Sellner, Brad Lisien: A Learning Algorithm for Localizing People Based on Wireless Signal Strength that Uses Labeled and Unlabeled Data. IJCAI 2003: 1427-1428
18		Maxim Likhachev, Geoffrey J. Gordon, Sebastian Thrun: ARA*: Anytime A* with Provable Bounds on Sub-Optimality. NIPS 2003
17		Joelle Pineau, Geoffrey J. Gordon, Sebastian Thrun: Applying Metric-Trees to Belief-Point POMDPs. NIPS 2003
16		Curt A. Bererton, Geoffrey J. Gordon, Sebastian Thrun: Auction Mechanism Design for Multi-Robot Coordination. NIPS 2003
15		Aaron C. Courville, Nathaniel D. Daw, Geoffrey J. Gordon, David S. Touretzky: Model Uncertainty in Classical Conditioning. NIPS 2003
14		Joelle Pineau, Geoffrey J. Gordon, Sebastian Thrun: Policy-contingent abstraction for robust robot control. UAI 2003: 477-484
13		Matthew Rosencrantz, Geoffrey J. Gordon, Sebastian Thrun: Decentralized Sensor Fusion with Distributed Particle Filters. UAI 2003: 493-500
	2002
12		Nicholas Roy, Geoffrey J. Gordon: Exponential Family PCA for Belief Compression in POMDPs. NIPS 2002: 1635-1642
11		Geoffrey J. Gordon: Generalized2 Linear2 Models. NIPS 2002: 577-584
10		Carlos Guestrin, Geoffrey J. Gordon: Distributed Planning in Hierarchical Factored MDPs. UAI 2002: 197-206
	2000
9		Geoffrey J. Gordon, Andrew Moore: Learning Filaments. ICML 2000: 335-342
8		Geoffrey J. Gordon: Reinforcement Learning with Function Approximation Converges to a Region. NIPS 2000: 1040-1046
	1999
7		Geoffrey J. Gordon: Regret Bounds for Prediction Problems. COLT 1999: 29-40
	1997
6		Gregory F. Cooper, Constantin F. Aliferis, Richard Ambrosino, John M. Aronis, Bruce G. Buchanan, Rich Caruana, Michael J. Fine, Clark Glymour, Geoffrey J. Gordon, Barbara H. Hanusa, Janine E. Janosky, Christopher Meek, Tom M. Mitchell, Thomas Richardson, Peter Spirtes: An evaluation of machine-learning methods for predicting pneumonia mortality. Artificial Intelligence in Medicine 9(2): 107-138 (1997)
	1996
5		Geoffrey J. Gordon, Alberto Maria Segre: Nonparametric Statistical Methods for Experimental Evaluations of Speedup Learning. ICML 1996: 200-206
4		Alberto Maria Segre, Geoffrey J. Gordon, Charles Elkan: Exploratory Analysis of Speedup Learning Data Using Epectation Maximization. Artif. Intell. 85(1-2): 301-319 (1996)
	1995
3		Geoffrey J. Gordon: Stable Function Approximation in Dynamic Programming. ICML 1995: 261-268
2		Geoffrey J. Gordon: Stable Fitted Reinforcement Learning. NIPS 1995: 1052-1058
	1993
1		Alberto Maria Segre, Geoffrey J. Gordon: Sholom M. Weiss and Casimir A. Kulikowski, Computer Systems That Learn. Artif. Intell. 62(2): 363-378 (1993)

Coauthor Index

1	Wendi L. Adair	[85]
2	Constantin F. Aliferis	[6]
3	Richard Ambrosino	[6]
4	John M. Aronis	[6]
5	J. Andrew Bagnell (Drew Bagnell)	[65] [75]
6	Curt A. Bererton	[16]
7	Avrim Blum	[21]
8	Byron Boots	[47] [60] [61] [64] [66] [69] [70] [71] [73] [78] [79] [83]
9	Jeanne Brett	[85]
10	Bruce G. Buchanan	[6]
11	Jan-P. Calliess	[57]
12	Jaime G. Carbonell	[58]
13	Rich Caruana	[6]
14	Guillermo A. Cecchi	[54]
15	Shann-Ching Chen	[39] [41] [48] [51]
16	Min Chi	[82]
17	Gregory F. Cooper	[6]
18	Aaron C. Courville	[15]
19	Nathaniel D. Daw	[15]
20	John M. Dolan	[49]
21	Artur Dubrawski	[72]
22	Miroslav Dudík	[62] [63] [85]
23	David B. Dunson	[77]
24	Charles Elkan	[4]
25	Rosemary Emery-Montemerlo	[26] [30]
26	Dave Ferguson	[52]
27	David I. Ferguson	[32]
28	Michael J. Fine	[6]
29	Michael Freed	[58]
30	Randy A. Freeman	[67]
31	Brian P. Gerkey	[27] [36]
32	Zoubin Ghahramani	[59]
33	Clark Glymour	[6]
34	Genady Grabarnik	[54]
35	Amy Greenwald	[55]
36	Carlos Guestrin	[10]
37	Barbara H. Hanusa	[6]
38	Jordan Hayes	[58]
39	Sue Ann Hong	[62] [76]
40	Janine E. Janosky	[6]
41	Pamela W. Jordan	[82]
42	Pradeep K. Khosla	[49]
43	Kenneth R. Koedinger	[82]
44	Mary Koes (Mary Berna-Koes, Mary Berna)	[19]
45	Tai Sing Lee	[59]
46	Maxim Likhachev	[18] [24] [31] [32] [52]
47	Brad Lisien	[19]
48	Kian Hsiang Low	[49]
49	Kevin M. Lynch	[67]
50	Casey Marks	[55]
51	H. Brendan McMahan	[21] [31] [33] [45] [50]
52	Christopher Meek	[6]
53	Tom M. Mitchell	[6]
54	Andrew Moore	[9]
55	Andrew W. Moore	[43]
56	Robert F. Murphy	[39] [41] [48] [51]
57	Chris Murray	[38]
58	Brad A. Myers	[58]
59	Francisco Pereira	[40] [54]
60	Frank Pfenning	[19]
61	Joelle Pineau	[14] [17] [20] [29] [34] [35] [80]
62	André Platzer	[74]
63	Julian Ramos	[72]
64	Thomas Richardson	[6]
65	Irina Rish	[54]
66	Matthew Rosencrantz	[13] [23] [25]
67	Stéphane Ross	[65] [75]
68	Nicholas Roy	[12] [22] [28] [81]
69	Purnamrita Sarkar	[44]
70	Jeff G. Schneider	[26] [30]
71	Alberto Maria Segre	[1] [4] [5]
72	Brennan Sellner	[19]
73	Abhishek Sharma	[72]
74	Sajid M. Siddiqi	[43] [44] [47] [60] [61] [64] [69] [71] [72] [73] [78]
75	Daniel P. Siewiorek	[58]
76	Ajit Singh	[68]
77	Ajit Paul Singh	[53] [56] [84]
78	Stephen Smith	[58]
79	Alexander J. Smola (Alex J. Smola)	[71]
80	Le Song	[71]
81	Matthijs T. J. Spaan	[42]
82	Peter Spirtes	[6]
83	Siddhartha S. Srinivasa	[67]
84	Aaron Steinfeld	[58]
85	Anthony Stentz	[32] [52]
86	Thomas S. Stepleton	[59]
87	Rahul Sukthankar	[67]
88	Katia P. Sycara (Katia Sycara-Cyranski)	[85]
89	Sebastian Thrun	[13] [14] [16] [17] [18] [19] [20] [22] [23] [24] [25] [26] [27] [28] [30] [32] [35] [36] [52] [80] [81]
90	Anthony Tomasic	[58]
91	David S. Touretzky	[15]
92	Kurt VanLehn	[82]
93	Nikos A. Vlassis	[34] [42]
94	Peng Yang	[67]
95	Erik Zawadzki	[74]
96	Ting Zhao	[41] [48]
97	Brian D. Ziebart	[85]

Colors in the list of coauthors

Last update Wed May 30 22:34:44 2012 CET by the DBLP Team — Data released under the ODC-BY 1.0 license — See also our legal information page