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Items where Person is "Krause-A"

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Number of items: 35.

2019

Hunziker, Anette and Chen, Yuxin and Mac Aodha, Oisin et al. (2019) Teaching Multiple Concepts to Forgetful Learners. In: 33rd Conference on Neural Information Processing Systems. , Neural Information Processing Systems Foundation, Inc., Art. No. 8659. https://resolver.caltech.edu/CaltechAUTHORS:20180613-133348044

2018

Lucic, Mario and Faulkner, Matthew and Krause, Andreas et al. (2018) Training Gaussian Mixture Models at Scale via Coresets. Journal of Machine Learning Research, 18 . Art. No. 160. ISSN 1533-7928. https://resolver.caltech.edu/CaltechAUTHORS:20180613-103427463

2017

Chen, Yuxin and Hassani, S. Hamed and Krause, Andreas (2017) Near-optimal Bayesian active learning with correlated and noisy tests. Electronic Journal of Statistics, 11 (2). pp. 4969-5017. ISSN 1935-7524. https://resolver.caltech.edu/CaltechAUTHORS:20180801-164035628

2015

Sui, Yanan and Gotovos, Alkis and Burdick, Joel W. et al. (2015) Safe Exploration for Optimization with Gaussian Processes. Proceedings of Machine Learning Research, 37 . pp. 997-1005. ISSN 1938-7228. https://resolver.caltech.edu/CaltechAUTHORS:20200221-085553733

Trautman, Pete and Ma, Jeremy and Murray, Richard M. et al. (2015) Robot navigation in dense human crowds: Statistical models and experimental studies of human–robot cooperation. International Journal of Robotics Research, 34 (3). pp. 335-356. ISSN 0278-3649. https://resolver.caltech.edu/CaltechAUTHORS:20150316-104657793

2014

Desautels, Thomas and Krause, Andreas and Burdick, Joel W. (2014) Parallelizing Exploration-Exploitation Tradeoffs in Gaussian Process Bandit Optimization. Journal of Machine Learning Research, 15 . pp. 3873-3923. ISSN 1533-7928. https://resolver.caltech.edu/CaltechAUTHORS:20150611-134819131

Faulkner, Matthew and Clayton, Robert and Heaton, Thomas H. et al. (2014) The Caltech CSN project collects sensor data from thousands of personal devices for realtime response to dangerous earthquakes. Communications of the ACM, 57 (7). pp. 66-75. ISSN 0001-0782. https://resolver.caltech.edu/CaltechAUTHORS:20140811-131704662

Faulkner, Matthew and Clayton, Robert W. and Heaton, Thomas et al. (2014) Community Sense and Response Systems: Your Phone as Quake Detector. Communications of the ACM, 57 (7). pp. 66-75. ISSN 0001-0782. https://resolver.caltech.edu/CaltechAUTHORS:20140819-131736568

Krause, Andreas and Golovin, Daniel and Converse, Sarah (2014) Sequential Decision Making in Computational Sustainability Through Adaptive Submodularity. Ai Magazine, 35 (2). pp. 8-18. ISSN 0738-4602. https://resolver.caltech.edu/CaltechAUTHORS:20140718-131440488

2013

Ray, Debajyoti and Golovin, Daniel and Krause, Andreas et al. (2013) Bayesian Rapid Optimal Adaptive Design (BROAD): Method and application distinguishing models of risky choice. . (Unpublished) https://resolver.caltech.edu/CaltechAUTHORS:20200117-110441501

Trautman, Peter and Ma, Jeremy and Murray, Richard M. et al. (2013) Robot navigation in dense human crowds: the case for cooperation. In: 2013 IEEE International Conference on Robotics and Automation (ICRA). IEEE , Piscataway, NJ, pp. 2153-2160. ISBN 978-1-4673-5641-1. https://resolver.caltech.edu/CaltechAUTHORS:20140724-090815397

Faulkner, Matthew and Liu, Annie H. and Krause, Andreas (2013) A Fresh Perspective: Learning to Sparsify for Detection in Massive Noisy Sensor Networks. In: IPSN '13 Proceedings of the 12th international conference on Information processing in sensor networks. ACM , New York, NY, pp. 7-18. ISBN 978-1-4503-1959-1. https://resolver.caltech.edu/CaltechAUTHORS:20130422-142151892

Romero, Philip A. and Krause, Andreas and Arnold, Frances H. (2013) Navigating the protein fitness landscape with Gaussian processes. Proceedings of the National Academy of Sciences of the United States of America, 110 (3). E193-E201. ISSN 0027-8424. PMCID PMC3549130. https://resolver.caltech.edu/CaltechAUTHORS:20130225-163008905

2012

Romero, Philip A. and Stone, Everett and Lamb, Candice et al. (2012) SCHEMA-Designed Variants of Human Arginase I and II Reveal Sequence Elements Important to Stability and Catalysis. ACS Synthetic Biology, 1 (6). pp. 221-228. ISSN 2161-5063. PMCID PMC3378063. https://resolver.caltech.edu/CaltechAUTHORS:20120716-102139957

Srinivas, Niranjan and Krause, Andreas and Kakade, Sham M. et al. (2012) Information-Theoretic Regret Bounds for Gaussian Process Optimization in the Bandit Setting. IEEE Transactions on Information Theory, 58 (5). pp. 3250-3265. ISSN 0018-9448. https://resolver.caltech.edu/CaltechAUTHORS:20120518-145254559

Gomez-Rodriguez, Manuel and Leskovec, Jure and Krause, Andreas (2012) Inferring Networks of Diffusion and Influence. ACM Transactions on Knowledge Discovery from Data, 5 (4). Art. No. 21. ISSN 1556-4681. https://resolver.caltech.edu/CaltechAUTHORS:20120322-081204517

Safavi-Naeini, Amir H. and Chan, Jasper and Hill, Jeff T. et al. (2012) Observation of Quantum Motion of a Nanomechanical Resonator. Physical Review Letters, 108 (3). Art. No. 033602. ISSN 0031-9007. https://resolver.caltech.edu/CaltechAUTHORS:20120214-081028131

Gomes, Ryan and Welinder, Peter and Krause, Andreas et al. (2012) Crowdclustering. In: Advances in Neural Information Processing Systems 24 (NIPS 2011). Neural Information Processing Systems , La Jolla, CA, pp. 558-566. ISBN 9781618395993. https://resolver.caltech.edu/CaltechAUTHORS:20140527-173311294

2011

Chan, Jasper and Alegre, T. P. Mayer and Safavi-Naeini, Amir H. et al. (2011) Laser cooling of a nanomechanical oscillator into its quantum ground state. Nature, 478 (7367). pp. 89-92. ISSN 0028-0836. https://resolver.caltech.edu/CaltechAUTHORS:20111028-122615130

Golovin, Daniel and Krause, Andreas and Gardner, Beth et al. (2011) Dynamic Resource Allocation in Conservation Planning. In: Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence. Association for the Advancement of Artificial Intelligence , Menlo Park, CA, pp. 1331-1336. ISBN 978-1-57735-507-6. https://resolver.caltech.edu/CaltechAUTHORS:20110816-145003751

Faulkner, Matthew and Olson, Michael and Chandy, Rishi et al. (2011) Demo abstract, the next big one: Detecting earthquakes and other rare events from community-based sensors. In: Proceedings of the 10th ACM/IEEE International Conference on Information Processing in Sensor Networks. ACM , New York, NY, pp. 121-122. ISBN 978-1-61284-854-9. https://resolver.caltech.edu/CaltechAUTHORS:20170306-172057582

Faulkner, Matthew and Olson, Michael and Chandy, Rishi et al. (2011) The next big one: Detecting earthquakes and other rare events from community-based sensors. In: Proceedings of the 10th ACM/IEEE International Conference on Information Processing in Sensor Networks. ACM , New York, NY, pp. 13-24. ISBN 978-1-61284-854-9. https://resolver.caltech.edu/CaltechAUTHORS:20170306-172704069

Krause, Andreas and Guestrin, Carlos and Gupta, Anupam et al. (2011) Robust Sensor Placements at Informative and Communication-Efficient Locations. ACM Transactions on Sensor Networks, 7 (4). Art. No. 31. ISSN 1550-4859. https://resolver.caltech.edu/CaltechAUTHORS:20110324-140512412

Golovin, Daniel and Krause, Andreas (2011) Adaptive Submodularity: Theory and Applications in Active Learning and Stochastic Optimization. Journal of Artificial Intelligence Research, 42 . pp. 427-486. ISSN 1076-9757. https://resolver.caltech.edu/CaltechAUTHORS:20120104-101318653

Clayton, Robert W. and Heaton, Thomas and Chandy, Mani et al. (2011) Community Seismic Network. Annals of Geophysics, 54 (6). pp. 738-747. ISSN 1593-5213. https://resolver.caltech.edu/CaltechAUTHORS:20120213-121753118

2010

Binney, Jonathan and Krause, Andreas and Sukhatme, Gaurav S. (2010) Informative path planning for an autonomous underwater vehicle. In: 2010 IEEE International Conference on Robotics and Automation. IEEE , Piscataway, NJ, pp. 4791-4796. ISBN 978-1-4244-5038-1. https://resolver.caltech.edu/CaltechAUTHORS:20170314-154240215

Golovin, Daniel and Faulkner, Matthew and Krause, Andreas (2010) Online distributed sensor selection. In: IPSN '10 Proceedings of the 9th ACM/IEEE International Conference on Information Processing in Sensor Networks. ACM , New York, NY, pp. 220-231. ISBN 978-1-60558-988-6. https://resolver.caltech.edu/CaltechAUTHORS:20161026-171346171

Krause, Andreas (2010) SFO: A Toolbox for Submodular Function Optimization. Journal of Machine Learning Research, 11 . pp. 1141-1144. ISSN 1533-7928. https://resolver.caltech.edu/CaltechAUTHORS:20100527-094314461

Gomes, Ryan and Krause, Andreas and Perona, Pietro (2010) Discriminative Clustering by Regularized Information Maximization. In: Advances in Neural Information Processing Systems 23. Advances in Neural Information Processing Systems. No.22. Nueral Information Processing Systems , La Jolla, CA. ISBN 9781617823800. https://resolver.caltech.edu/CaltechAUTHORS:20160331-165410183

Stobbe, Peter and Krause, Andreas (2010) Efficient Minimization of Decomposable Submodular Functions. In: Advances in Neural Information Processing Systems 23. Neural Information Processing Systems , La Jolla, CA. ISBN 9781617823800. https://resolver.caltech.edu/CaltechAUTHORS:20160331-164338717

Streeter, Matthew and Golovin, Daniel and Krause, Andreas (2010) Online Learning of Assignments. In: Advances in Neural Information Processing Systems 22 (NIPS 2009). Advances in Neural Information Processing Systems. No.22. Neural Information Processing Systems Foundation , La Jolla, CA. ISBN 9781615679119. https://resolver.caltech.edu/CaltechAUTHORS:20160331-163749460

Krause, Andreas and Horvitz, Eric (2010) A Utility-Theoretic Approach to Privacy in Online Services. Journal of Artificial Intelligence Research, 39 . pp. 633-662. ISSN 1076-9757. https://resolver.caltech.edu/CaltechAUTHORS:20101220-141346336

2009

Krause, Andreas and Guestrin, Carlos (2009) Optimizing Sensing: From Water to the Web. Computer, 42 (8). pp. 38-45. ISSN 0018-9162. https://resolver.caltech.edu/CaltechAUTHORS:20090826-161123437

Krause, Andreas and Gupta, Anupam and Rajagopal, Ram et al. (2009) Simultaneous Placement and Scheduling of Sensors. In: Information Processing in Sensor Networks, 2009. IEEE , pp. 181-192. ISBN 978-1-4244-5108-1. https://resolver.caltech.edu/CaltechAUTHORS:20100507-151434408

Krause, Andreas and Guestrin, Carlos (2009) Optimal Value of Information in Graphical Models. Journal of Artificial Intelligence Research, 35 . pp. 557-591. ISSN 1076-9757. https://resolver.caltech.edu/CaltechAUTHORS:20090808-142502030

This list was generated on Tue Aug 11 21:32:50 2020 PDT.