Andreas Krause

	2012
83		Niranjan Srinivas, Andreas Krause, Sham M. Kakade, Matthias W. Seeger: Information-Theoretic Regret Bounds for Gaussian Process Optimization in the Bandit Setting. IEEE Transactions on Information Theory 58(5): 3250-3265 (2012)
82		Peter Stobbe, Andreas Krause: Learning Fourier Sparse Set Functions. Journal of Machine Learning Research - Proceedings Track 22: 1125-1133 (2012)
81		Manuel Gomez-Rodriguez, Jure Leskovec, Andreas Krause: Inferring Networks of Diffusion and Influence. TKDD 5(4): 21 (2012)
	2011
80		Daniel Golovin, Andreas Krause, Beth Gardner, Sarah J. Converse, Steve Morey: Dynamic Resource Allocation in Conservation Planning. AAAI 2011
79		Andreas Krause: Performance of evolving trading strategies with different discount factors. IEEE Congress on Evolutionary Computation 2011: 186-191
78		Andreas Krause, Alex Roper, Daniel Golovin: Randomized Sensing in Adversarial Environments. IJCAI 2011: 2133-2139
77		Matthew Faulkner, Michael Olson, Rishi Chandy, Jonathan Krause, K. Mani Chandy, Andreas Krause: Demo abstract, the next big one: Detecting earthquakes and other rare events from community-based sensors. IPSN 2011: 121-122
76		Matthew Faulkner, Michael Olson, Rishi Chandy, Jonathan Krause, K. Mani Chandy, Andreas Krause: The next big one: Detecting earthquakes and other rare events from community-based sensors. IPSN 2011: 13-24
75		Dan Feldman, Matthew Faulkner, Andreas Krause: Scalable Training of Mixture Models via Coresets. NIPS 2011: 2142-2150
74		Andreas Krause, Cheng Soon Ong: Contextual Gaussian Process Bandit Optimization. NIPS 2011: 2447-2455
73		Ryan Gomes, Peter Welinder, Andreas Krause, Pietro Perona: Crowdclustering. NIPS 2011: 558-566
72		Andreas Krause, Carlos Guestrin: Submodularity and its applications in optimized information gathering. ACM TIST 2(4): 32 (2011)
71		Daniel Golovin, Andreas Krause: Adaptive Submodular Optimization under Matroid Constraints CoRR abs/1101.4450: (2011)
70		Andreas Krause, Ram Rajagopal, Anupam Gupta, Carlos Guestrin: Simultaneous Optimization of Sensor Placements and Balanced Schedules. IEEE Trans. Automat. Contr. 56(10): 2390-2405 (2011)
69		Xinyang Li, Andreas Krause: An evolutionary multi-objective optimization of trading rules in call markets. Int. Syst. in Accounting, Finance and Management 18(1): 1-14 (2011)
68		Daniel Golovin, Andreas Krause: Adaptive Submodularity: Theory and Applications in Active Learning and Stochastic Optimization. J. Artif. Intell. Res. (JAIR) 42: 427-486 (2011)
67		Volkan Cevher, Andreas Krause: Greedy Dictionary Selection for Sparse Representation. J. Sel. Topics Signal Processing 5(5): 979-988 (2011)
66		Biliana Alexandrova-Kabadjova, Edward P. K. Tsang, Andreas Krause: Competition is Bad for Consumers: Analysis of an Artificial Payment Card Market. JACIII 15(2): 188-196 (2011)
65		Biliana Alexandrova-Kabadjova, Edward P. K. Tsang, Andreas Krause: Profit-Maximizing Strategies for an Artificial Payment Card Market. Is Learning Possible? JILSA 3(2A): 70-81 (2011)
64		Andreas Krause, Carlos Guestrin, Anupam Gupta, Jon M. Kleinberg: Robust sensor placements at informative and communication-efficient locations. TOSN 7(4): 31 (2011)
	2010
63		Daniel Golovin, Andreas Krause: Adaptive Submodularity: A New Approach to Active Learning and Stochastic Optimization. COLT 2010: 333-345
62		Niranjan Srinivas, Andreas Krause, Sham Kakade, Matthias Seeger: Gaussian Process Optimization in the Bandit Setting: No Regret and Experimental Design. ICML 2010: 1015-1022
61		Ryan Gomes, Andreas Krause: Budgeted Nonparametric Learning from Data Streams. ICML 2010: 391-398
60		Andreas Krause, Volkan Cevher: Submodular Dictionary Selection for Sparse Representation. ICML 2010: 567-574
59		Jonathan Binney, Andreas Krause, Gaurav S. Sukhatme: Informative path planning for an autonomous underwater vehicle. ICRA 2010: 4791-4796
58		Xinyang Li, Andreas Krause: An Evolutionary Multi-objective Optimization of Market Structures Using PBIL. IDEAL 2010: 78-85
57		Daniel Golovin, Matthew Faulkner, Andreas Krause: Online distributed sensor selection. IPSN 2010: 220-231
56		Peter Trautman, Andreas Krause: Unfreezing the robot: Navigation in dense, interacting crowds. IROS 2010: 797-803
55		Manuel Gomez-Rodriguez, Jure Leskovec, Andreas Krause: Inferring networks of diffusion and influence. KDD 2010: 1019-1028
54		Peter Stobbe, Andreas Krause: Efficient Minimization of Decomposable Submodular Functions. NIPS 2010: 2208-2216
53		Daniel Golovin, Andreas Krause, Debajyoti Ray: Near-Optimal Bayesian Active Learning with Noisy Observations. NIPS 2010: 766-774
52		Ryan Gomes, Andreas Krause, Pietro Perona: Discriminative Clustering by Regularized Information Maximization. NIPS 2010: 775-783
51		Daniel Golovin, Matthew Faulkner, Andreas Krause: Online Distributed Sensor Selection CoRR abs/1002.1782: (2010)
50		Daniel Golovin, Andreas Krause: Adaptive Submodularity: A New Approach to Active Learning and Stochastic Optimization CoRR abs/1003.3967: (2010)
49		Manuel Gomez-Rodriguez, Jure Leskovec, Andreas Krause: Inferring Networks of Diffusion and Influence CoRR abs/1006.0234: (2010)
48		Daniel Golovin, Andreas Krause, Debajyoti Ray: Near-Optimal Bayesian Active Learning with Noisy Observations CoRR abs/1010.3091: (2010)
47		Peter Stobbe, Andreas Krause: Efficient Minimization of Decomposable Submodular Functions CoRR abs/1010.5511: (2010)
46		Andreas Krause, Eric Horvitz: A Utility-Theoretic Approach to Privacy in Online Services. J. Artif. Intell. Res. (JAIR) 39: 633-662 (2010)
45		Andreas Krause: SFO: A Toolbox for Submodular Function Optimization. Journal of Machine Learning Research 11: 1141-1144 (2010)
	2009
44		Jörg Becker, Björn Niehaves, Andreas Krause: Shared Services Strategies and Their Determinants: A Multiple Case Study Analysis in the Public Sector. AMCIS 2009: 14
43		Jörg Becker, Björn Niehaves, Andreas Krause: Shared Service Center vs. Shared Service Network: A Multiple Case Study Analysis of Factors Impacting on Shared Service Configurations. EGOV 2009: 115-126
42		Xinyang Li, Andreas Krause: A Comparison of Market Structures with Near-Zero-Intelligence Traders. IDEAL 2009: 703-710
41		Andreas Krause: Evaluating the Performance of Adapting Trading Strategies with Different Memory Lengths. IDEAL 2009: 711-718
40		Amarjeet Singh, Andreas Krause, William J. Kaiser: Nonmyopic Adaptive Informative Path Planning for Multiple Robots. IJCAI 2009: 1843-1850
39		Andreas Krause, Ram Rajagopal, Anupam Gupta, Carlos Guestrin: Simultaneous placement and scheduling of sensors. IPSN 2009: 181-192
38		Matthew J. Streeter, Daniel Golovin, Andreas Krause: Online Learning of Assignments. NIPS 2009: 1794-1802
37		Daniel Golovin, Andreas Krause, Matthew J. Streeter: Online Learning of Assignments that Maximize Submodular Functions CoRR abs/0908.0772: (2009)
36		Niranjan Srinivas, Andreas Krause, Sham M. Kakade, Matthias Seeger: Gaussian Process Bandits without Regret: An Experimental Design Approach CoRR abs/0912.3995: (2009)
35		Andreas Krause, Carlos Guestrin: Optimizing Sensing: From Water to the Web. IEEE Computer 42(8): 38-45 (2009)
34		Andreas Krause: Learning and Herding Using Case-Based Decisions With Local Interactions. IEEE Transactions on Systems, Man, and Cybernetics, Part A 39(3): 662-669 (2009)
33		Amarjeet Singh, Andreas Krause, Carlos Guestrin, William J. Kaiser: Efficient Informative Sensing using Multiple Robots. J. Artif. Intell. Res. (JAIR) 34: 707-755 (2009)
32		Andreas Krause, Carlos Guestrin: Optimal Value of Information in Graphical Models. J. Artif. Intell. Res. (JAIR) 35: 557-591 (2009)
	2008
31		Andreas Krause, Eric Horvitz: A Utility-Theoretic Approach to Privacy and Personalization. AAAI 2008: 1181-1188
30		Andreas Krause, Eric Horvitz, Aman Kansal, Feng Zhao: Toward Community Sensing. IPSN 2008: 481-492
29		Biliana Alexandrova-Kabadjova, Edward P. K. Tsang, Andreas Krause: Evolutionary Learning of the Optimal Pricing Strategy in an Artificial Payment Card Market. Natural Computing in Computational Finance 2008: 233-251
28		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 9: 235-284 (2008)
	2007
27		Andreas Krause, Carlos Guestrin: Near-optimal Observation Selection using Submodular Functions. AAAI 2007: 1650-1654
26		Alexandra Meliou, Andreas Krause, Carlos Guestrin, Joseph M. Hellerstein: Nonmyopic Informative Path Planning in Spatio-Temporal Models. AAAI 2007: 602-607
25		Andreas Krause, Carlos Guestrin: Nonmyopic active learning of Gaussian processes: an exploration-exploitation approach. ICML 2007: 449-456
24		Biliana Alexandrova-Kabadjova, Andreas Krause, Edward P. K. Tsang: An Agent-Based Model of Interactions in the Payment Card Market. IDEAL 2007: 1063-1072
23		Amarjeet Singh, Andreas Krause, Carlos Guestrin, William J. Kaiser, Maxim A. Batalin: Efficient Planning of Informative Paths for Multiple Robots. IJCAI 2007: 2204-2211
22		Jure Leskovec, Andreas Krause, Carlos Guestrin, Christos Faloutsos, Jeanne M. VanBriesen, Natalie S. Glance: Cost-effective outbreak detection in networks. KDD 2007: 420-429
21		Andreas Krause, H. Brendan McMahan, Carlos Guestrin, Anupam Gupta: Selecting Observations against Adversarial Objectives. NIPS 2007
20		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
19		Andreas Krause, Jure Leskovec, Carlos Guestrin: Data association for topic intensity tracking. ICML 2006: 497-504
18		Andreas Krause, Carlos Guestrin, Anupam Gupta, Jon M. Kleinberg: Near-optimal sensor placements: maximizing information while minimizing communication cost. IPSN 2006: 2-10
17		Andreas Krause, Asim Smailagic, Daniel P. Siewiorek: Context-Aware Mobile Computing: Learning Context-Dependent Personal Preferences from a Wearable Sensor Array. IEEE Trans. Mob. Comput. 5(2): 113-127 (2006)
	2005
16		Carlos Guestrin, Andreas Krause, Ajit Paul Singh: Near-optimal sensor placements in Gaussian processes. ICML 2005: 265-272
15		Andreas Krause, Carlos Guestrin: Optimal Nonmyopic Value of Information in Graphical Models - Efficient Algorithms and Theoretical Limits. IJCAI 2005: 1339-1345
14		Andreas Krause, Matthias Ihmig, Edward Rankin, Derek Leong, Smriti Gupta, Daniel P. Siewiorek, Asim Smailagic, Michael Deisher, Uttam Sengupta: Trading off Prediction Accuracy and Power Consumption for Context-Aware Wearable Computing. ISWC 2005: 20-26
13		Vipul Singhvi, Andreas Krause, Carlos Guestrin, James H. Garrett Jr., H. Scott Matthews: Intelligent light control using sensor networks. SenSys 2005: 218-229
12		Andreas Krause, Carlos Guestrin: Near-optimal Nonmyopic Value of Information in Graphical Models. UAI 2005: 324-331
11		Alexey Larionov, Andreas Krause, William Miller: A standard curve based method for relative real time PCR data processing. BMC Bioinformatics 6: 62 (2005)
	2004
10		Andreas Krause: Predicting crashes in a model of evolving networks. Complexity 9(4): 24-30 (2004)
9		Harald Meier, Andreas Krause, Markus Kräutner, Arndt Bode: Development and implementation of a parallel algorithm for the fast design of oligonucleotide probe sets for diagnostic DNA microarrays. Concurrency - Practice and Experience 16(9): 873-893 (2004)
8		Andreas Krause, Dominik Hartl, Fabian J. Theis, Manfred Stangl, Klaus-E. Gerauer, Alexander T. Mehlhorn: Mobile decision support for transplantation patient data. I. J. Medical Informatics 73(5): 461-464 (2004)
	2003
7		Andreas Krause, Markus Kräutner, Harald Meier: Accurate Method for Fast Design of Diagnostic Oligonucleotide Probe Sets for DNA Microarrays. IPDPS 2003: 154
6		Daniel P. Siewiorek, Asim Smailagic, Junichi Furukawa, Andreas Krause, Neema Moraveji, Kathryn Reiger, Jeremy Shaffer, Fei Lung Wong: SenSay: A Context-Aware Mobile Phone. ISWC 2003: 248-249
5		Andreas Krause, Daniel P. Siewiorek, Asim Smailagic, Jonny Farringdon: Unsupervised, Dynamic Identification of Physiological and Activity Context in Wearable Computing. ISWC 2003: 88-97
4		K. Heiss, Andreas Krause, Alexander T. Mehlhorn, V. Riedl, S. Preis, K. Feike, L. Greiner, Dominik Hartl: Mobile wireless acess to EHR and PACS in clinical practice. MoCoMed 2003: 109-113
3		Andreas Krause, Alexander T. Mehlhorn, Dominik Hartl, V. Riedl, S. Preis, K. Feike, L. Greiner, Klaus-E. Gerauer, Manfred Stangl: PDA-based decision support and documentation for transplantation surgery data. MoCoMed 2003: 47-51
	1999
2		Torsten Fink, Andreas Krause, Werner Erhard: Einfluß von Sicherheitsanforderungen auf die Kommunikationsleistung im Metacomputing-System Amica. ARCS 1999: 45-54
	1996
1		Reinhard Rauscher, Andreas Krause: A System for Heuristic Modifications on PLA - Specifications. EUROMICRO 1996: 267-274

Coauthor Index

1	Biliana Alexandrova-Kabadjova	[24] [29] [65] [66]
2	Maxim A. Batalin	[23]
3	Jörg Becker	[43] [44]
4	Jonathan Binney	[59]
5	Arndt Bode	[9]
6	Volkan Cevher	[60] [67]
7	K. Mani Chandy	[76] [77]
8	Rishi Chandy	[76] [77]
9	Sarah J. Converse	[80]
10	Michael Deisher	[14]
11	Werner Erhard	[2]
12	Christos Faloutsos	[22]
13	Jonny Farringdon	[5]
14	Matthew Faulkner	[51] [57] [75] [76] [77]
15	K. Feike	[3] [4]
16	Dan Feldman	[75]
17	Torsten Fink	[2]
18	Jodi Forlizzi	[20]
19	Junichi Furukawa	[6]
20	Beth Gardner	[80]
21	James H. Garrett Jr.	[13]
22	Klaus-E. Gerauer	[3] [8]
23	Natalie S. Glance	[22]
24	Daniel Golovin	[37] [38] [48] [50] [51] [53] [57] [63] [68] [71] [78] [80]
25	Ryan Gomes	[52] [61] [73]
26	Manuel Gomez-Rodriguez	[49] [55] [81]
27	L. Greiner	[3] [4]
28	Carlos Guestrin	[12] [13] [15] [16] [18] [19] [20] [21] [22] [23] [25] [26] [27] [28] [32] [33] [35] [39] [64] [70] [72]
29	Anupam Gupta	[18] [21] [39] [64] [70]
30	Smriti Gupta	[14]
31	Dominik Hartl	[3] [4] [8]
32	K. Heiss	[4]
33	Joseph M. Hellerstein	[26]
34	Jessica K. Hodgins	[20]
35	Eric Horvitz	[30] [31] [46]
36	Matthias Ihmig	[14]
37	William J. Kaiser	[23] [33] [40]
38	Sham M. Kakade (Sham Kakade)	[36] [62] [83]
39	Aman Kansal	[30]
40	Jon M. Kleinberg	[18] [64]
41	Jonathan Krause	[76] [77]
42	Markus Kräutner	[7] [9]
43	Alexey Larionov	[11]
44	Derek Leong	[14]
45	Jure Leskovec	[19] [22] [49] [55] [81]
46	Xinyang Li	[42] [58] [69]
47	H. Scott Matthews	[13]
48	H. Brendan McMahan	[21]
49	Alexander T. Mehlhorn	[3] [4] [8]
50	Harald Meier	[7] [9]
51	Alexandra Meliou	[26]
52	William Miller	[11]
53	Neema Moraveji	[6]
54	Steve Morey	[80]
55	Bilge Mutlu	[20]
56	Björn Niehaves	[43] [44]
57	Michael Olson	[76] [77]
58	Cheng Soon Ong	[74]
59	Pietro Perona	[52] [73]
60	S. Preis	[3] [4]
61	Ram Rajagopal	[39] [70]
62	Edward Rankin	[14]
63	Reinhard Rauscher	[1]
64	Debajyoti Ray	[48] [53]
65	Kathryn Reiger	[6]
66	V. Riedl	[3] [4]
67	Alex Roper	[78]
68	Matthias W. Seeger (Matthias Seeger)	[36] [62] [83]
69	Uttam Sengupta	[14]
70	Jeremy Shaffer	[6]
71	Daniel P. Siewiorek	[5] [6] [14] [17]
72	Ajit Paul Singh	[16] [28]
73	Amarjeet Singh	[23] [33] [40]
74	Vipul Singhvi	[13]
75	Asim Smailagic	[5] [6] [14] [17]
76	Niranjan Srinivas	[36] [62] [83]
77	Manfred Stangl	[3] [8]
78	Peter Stobbe	[47] [54] [82]
79	Matthew J. Streeter	[37] [38]
80	Gaurav S. Sukhatme (Gaurav Sukhatme)	[59]
81	Fabian J. Theis	[8]
82	Peter Trautman	[56]
83	Edward P. K. Tsang	[24] [29] [65] [66]
84	Jeanne M. VanBriesen	[22]
85	Peter Welinder	[73]
86	Fei Lung Wong	[6]
87	Feng Zhao	[30]

Colors in the list of coauthors

Last update Fri Jun 1 15:44:53 2012 CET by the DBLP Team — Data released under the ODC-BY 1.0 license — See also our legal information page