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    First name: Andreas
    Last name: Krause
    DBLP: 87/1831
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    Conference paper
    Jens Witkowski, Pavel Atanasov, Lyle H. Ungar, Andreas Krause.
    Proper Proxy Scoring Rules.
    Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, February 4-9, 2017, San Francisco, California, USA. 2017 (0) 2017
    Conference paper
    Matthias Solèr, Jean Charles Bazin, Oliver Wang, Andreas Krause, Alexander Sorkine-Hornung.
    Suggesting Sounds for Images from Video Collections.
    Computer Vision - ECCV 2016 Workshops - Amsterdam, The Netherlands, October 8-10 and 15-16, 2016, Proceedings, Part II 2016 (0) 2016
    Conference paper
    Di Xiao, Andreas Krause.
    Equilibrium interbank lending networks.
    IEEE Congress on Evolutionary Computation, CEC 2016, Vancouver, BC, Canada, July 24-29, 2016 2016 (0) 2016
    Conference paper
    Hastagiri P. Vanchinathan, Andreas Marfurt, Charles-Antoine Robelin, Donald Kossmann, Andreas Krause.
    Discovering Valuable items from Massive Data.
    Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August 10-13, 2015 2015 (0) 8 / 2015
    Journal article
    Besmira Nushi, Adish Singla, Anja Gruenheid, Erfan Zamanian, Andreas Krause, Donald Kossmann.
    Crowd Access Path Optimization: Diversity Matters.
    CoRR 2015, Volume 0 (0) 8 / 2015
    Journal article
    Hastagiri P. Vanchinathan, Andreas Marfurt, Charles-Antoine Robelin, Donald Kossmann, Andreas Krause.
    Discovering Valuable Items from Massive Data.
    CoRR 2015, Volume 0 (0) 6 / 2015
    Conference paper
    Veselin Raychev, Martin T. Vechev, Andreas Krause.
    Predicting Program Properties from "Big Code".
    Proceedings of the 42nd Annual ACM SIGPLAN-SIGACT Symposium on Principles of Programming Languages, POPL 2015, Mumbai, India, January 15-17, 2015 2015 (0) 2015
    Journal article
    Josip Djolonga, Andreas Krause.
    Scalable Variational Inference in Log-supermodular Models.
    CoRR 2015, Volume 0 (0) 2015
    Journal article
    Andreas Krause, René Weirauch, Günter Bräuer, Malte Stonis, Bernd-Arno Behrens.
    Analysis of the friction behavior of DLC in warm bulk forming by using the ring compression test.
    Production Engineering 2015, Volume 9 (0) 2015
    Conference paper
    Peter Trautman, Jeremy Ma, Richard M. Murray, Andreas Krause.
    Robot navigation in dense human crowds: Statistical models and experimental studies of human-robot cooperation.
    I. J. Robotic Res. 2015, Volume 34 (0) 2015
    Conference paper
    Baharan Mirzasoleiman, Ashwinkumar Badanidiyuru, Amin Karbasi, Jan Vondrák, Andreas Krause.
    Lazier Than Lazy Greedy.
    Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, January 25-30, 2015, Austin, Texas, USA. 2015 (0) 2015
    Conference paper
    Adish Singla, Marco Santoni, Gábor Bartók, Pratik Mukerji, Moritz Meenen, Andreas Krause.
    Incentivizing Users for Balancing Bike Sharing Systems.
    Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, January 25-30, 2015, Austin, Texas, USA. 2015 (0) 2015
    Conference paper
    Yuxin Chen, Shervin Javdani, Amin Karbasi, J. Andrew Bagnell, Siddhartha S. Srinivasa, Andreas Krause.
    Submodular Surrogates for Value of Information.
    Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, January 25-30, 2015, Austin, Texas, USA. 2015 (0) 2015
    Journal article
    Yuyin Sun, Adish Singla, Dieter Fox, Andreas Krause.
    Building Hierarchies of Concepts via Crowdsourcing.
    CoRR 2015, Volume 0 (0) 2015
    Journal article
    Adish Singla, Eric Horvitz, Pushmeet Kohli, Ryen W. White, Andreas Krause.
    Information Gathering in Networks via Active Exploration.
    CoRR 2015, Volume 0 (0) 2015
    Conference paper
    Mario Lucic, Mesrob I. Ohannessian, Amin Karbasi, Andreas Krause.
    Tradeoffs for Space, Time, Data and Risk in Unsupervised Learning.
    Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, AISTATS 2015, San Diego, California, USA, May 9-12, 2015 2015 (0) 2015
    Conference paper
    Yuxin Chen, S. Hamed, Hassani, Amin Karbasi, Andreas Krause.
    Sequential Information Maximization: When is Greedy Near-optimal?
    Proceedings of The 28th Conference on Learning Theory, COLT 2015, Paris, France, July 3-6, 2015 2015 (0) 2015
    Conference paper
    Lionel Heng, Alkis Gotovos, Andreas Krause, Marc Pollefeys.
    Efficient visual exploration and coverage with a micro aerial vehicle in unknown environments.
    IEEE International Conference on Robotics and Automation, ICRA 2015, Seattle, WA, USA, 26-30 May, 2015 2015 (0) 2015
    Conference paper
    Yuyin Sun, Adish Singla, Dieter Fox, Andreas Krause.
    Building Hierarchies of Concepts via Crowdsourcing.
    Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, IJCAI 2015, Buenos Aires, Argentina, July 25-31, 2015 2015 (0) 2015
    Conference paper
    Alkis Gotovos, Amin Karbasi, Andreas Krause.
    Non-Monotone Adaptive Submodular Maximization.
    Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, IJCAI 2015, Buenos Aires, Argentina, July 25-31, 2015 2015 (0) 2015
    Conference paper
    Adish Singla, Eric Horvitz, Pushmeet Kohli, Ryen W. White, Andreas Krause.
    Information Gathering in Networks via Active Exploration.
    Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, IJCAI 2015, Buenos Aires, Argentina, July 25-31, 2015 2015 (0) 2015
    Journal article
    Adish Singla, Eric Horvitz, Pushmeet Kohli, Andreas Krause.
    Learning to Hire Teams.
    CoRR 2015, Volume 0 (0) 2015
    Journal article
    Mario Lucic, Olivier Bachem, Andreas Krause.
    Strong Coresets for Hard and Soft Bregman Clustering with Applications to Exponential Family Mixtures.
    CoRR 2015, Volume 0 (0) 2015
    Journal article
    Felix Berkenkamp, Angela P. Schoellig, Andreas Krause.
    Safe Controller Optimization for Quadrotors with Gaussian Processes.
    CoRR 2015, Volume 0 (0) 2015
    Conference paper
    Adish Singla, Eric Horvitz, Pushmeet Kohli, Andreas Krause.
    Learning to Hire Teams.
    Proceedings of the Third AAAI Conference on Human Computation and Crowdsourcing, HCOMP 2015, November 8-11, 2015, San Diego, California. 2015 (0) 2015
    Conference paper
    Besmira Nushi, Adish Singla, Anja Gruenheid, Erfan Zamanian, Andreas Krause, Donald Kossmann.
    Crowd Access Path Optimization: Diversity Matters.
    Proceedings of the Third AAAI Conference on Human Computation and Crowdsourcing, HCOMP 2015, November 8-11, 2015, San Diego, California. 2015 (0) 2015
    Journal article
    Andreas Krause, Eric Horvitz.
    A Utility-Theoretic Approach to Privacy in Online Services.
    CoRR 2014, Volume 0 (0) 2014
    Journal article
    Amarjeet Singh 0003, Andreas Krause, Carlos Guestrin, William J. Kaiser.
    Efficient Informative Sensing using Multiple Robots.
    CoRR 2014, Volume 0 (0) 2014
    Journal article
    Andreas Krause, Carlos Guestrin.
    Optimal Value of Information in Graphical Models.
    CoRR 2014, Volume 0 (0) 2014
    Journal article
    Adish Singla, Ilija Bogunovic, Gábor Bartók, Amin Karbasi, Andreas Krause.
    Near-Optimally Teaching the Crowd to Classify.
    CoRR 2014, Volume 0 (0) 2014
    Journal article
    Shervin Javdani, Yuxin Chen, Amin Karbasi, Andreas Krause, J. Andrew Bagnell, Siddhartha S. Srinivasa.
    Near Optimal Bayesian Active Learning for Decision Making.
    CoRR 2014, Volume 0 (0) 2014
    Conference paper
    Shervin Javdani, Yuxin Chen, Amin Karbasi, Andreas Krause, J. Andrew Bagnell, Siddhartha S. Srinivasa.
    Near Optimal Bayesian Active Learning for Decision Making.
    Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, AISTATS 2014, Reykjavik, Iceland, April 22-25, 2014 2014 (0) 2014
    Conference paper
    Yuxin Chen, Hiroaki Shioi, Cesar Fuentes Montesinos, Lian Pin Koh, Serge Wich, Andreas Krause.
    Active Detection via Adaptive Submodularity.
    Proceedings of the 31th International Conference on Machine Learning, ICML 2014, Beijing, China, 21-26 June 2014 2014 (0) 2014
    Conference paper
    Matthew Faulkner, Robert Clayton, Thomas Heaton, K. Mani Chandy, Monica Kohler, Julian J. Bunn, Richard Guy, Annie H. Liu, Michael Olson, MingHei Cheng, Andreas Krause.
    Community sense and response systems: your phone as quake detector.
    Commun. ACM 2014, Volume 57 (0) 2014
    Conference paper
    Andreas Krause, Daniel Golovin, Sarah J. Converse.
    Sequential Decision Making in Computational Sustainability via Adaptive Submodularity.
    AI Magazine 2014, Volume 35 (0) 2014
    Conference paper
    Ashwinkumar Badanidiyuru, Baharan Mirzasoleiman, Amin Karbasi, Andreas Krause.
    Streaming submodular maximization: massive data summarization on the fly.
    The 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD '14, New York, NY, USA - August 24 - 27, 2014 2014 (0) 2014
    Conference paper
    Hastagiri P. Vanchinathan, Isidor Nikolic, Fabio De Bona, Andreas Krause.
    Explore-exploit in top-N recommender systems via Gaussian processes.
    Eighth ACM Conference on Recommender Systems, RecSys '14, Foster City, Silicon Valley, CA, USA - October 06 - 10, 2014 2014 (0) 2014
    Conference paper
    Gregory Hitz, Alkis Gotovos, François Pomerleau, Marie-Eve Garneau, Cédric Pradalier, Andreas Krause, Roland Siegwart.
    Fully autonomous focused exploration for robotic environmental monitoring.
    2014 IEEE International Conference on Robotics and Automation, ICRA 2014, Hong Kong, China, May 31 - June 7, 2014 2014 (0) 2014
    Conference paper
    Adish Singla, Ilija Bogunovic, Gábor Bartók, Amin Karbasi, Andreas Krause.
    Near-Optimally Teaching the Crowd to Classify.
    Proceedings of the 31th International Conference on Machine Learning, ICML 2014, Beijing, China, 21-26 June 2014 2014 (0) 2014
    Conference paper
    Adish Singla, Ian Lienert, Gábor Bartók, Andreas Krause.
    Contextual Procurement in Online Crowdsourcing Markets.
    Proceedings of the Seconf AAAI Conference on Human Computation and Crowdsourcing, HCOMP 2014, November 2-4, 2014, Pittsburgh, Pennsylvania, USA 2014 (0) 2014
    Journal article
    Baharan Mirzasoleiman, Amin Karbasi, Rik Sarkar, Andreas Krause.
    Distributed Submodular Maximization.
    CoRR 2014, Volume 0 (0) 2014
    Conference paper
    Hemant Tyagi, Bernd Gärtner, Andreas Krause.
    Efficient Sampling for Learning Sparse Additive Models in High Dimensions.
    Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, December 8-13 2014, Montreal, Quebec, Canada 2014 (0) 2014
    Conference paper
    Hastagiri P. Vanchinathan, Gábor Bartók, Andreas Krause.
    Efficient Partial Monitoring with Prior Information.
    Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, December 8-13 2014, Montreal, Quebec, Canada 2014 (0) 2014
    Conference paper
    Josip Djolonga, Andreas Krause.
    From MAP to Marginals: Variational Inference in Bayesian Submodular Models.
    Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, December 8-13 2014, Montreal, Quebec, Canada 2014 (0) 2014
    Conference paper
    Thomas Desautels, Andreas Krause, Joel W. Burdick.
    Parallelizing exploration-exploitation tradeoffs in Gaussian process bandit optimization.
    Journal of Machine Learning Research 2014, Volume 15 (0) 2014
    Conference paper
    Mario Paolucci, Donald Kossmann, Rosaria Conte, Paul Lukowicz, Panos Argyrakis, Ann Blandford, Giulia Bonelli, Stuart Anderson, Sara de Freitas, Bruce Edmonds, G. Nigel Gilbert, Markus H. Gross, Jörn Kohlhammer, Petros Koumoutsakos, Andreas Krause, Björn-Ola Linnér, Philipp Slusallek, Olga Sorkine-Hornung, Robert W. Sumner, Dirk Helbing.
    Towards a living earth simulator
    CoRR 2013, Volume 0 (0) 2013
    Conference paper
    Matthew Faulkner, Annie H. Liu, Andreas Krause.
    A fresh perspective: learning to sparsify for detection in massive noisy sensor networks.
    The 12th International Conference on Information Processing in Sensor Networks (co-located with CPS Week 2013), IPSN 2013, Philadelphia, PA, USA, April 8-11, 2013 2013 (0) 2013
    Conference paper
    Adish Singla, Andreas Krause.
    Truthful incentives in crowdsourcing tasks using regret minimization mechanisms.
    22nd International World Wide Web Conference, WWW '13, Rio de Janeiro, Brazil, May 13-17, 2013 2013 (0) 2013
    Conference paper
    Jonathan Binney, Andreas Krause, Gaurav S. Sukhatme.
    Optimizing waypoints for monitoring spatiotemporal phenomena.
    I. J. Robotic Res. 2013, Volume 32 (0) 2013
    Conference paper
    Alkis Gotovos, Nathalie Casati, Gregory Hitz, Andreas Krause.
    Active Learning for Level Set Estimation.
    IJCAI 2013, Proceedings of the 23rd International Joint Conference on Artificial Intelligence, Beijing, China, August 3-9, 2013 2013 (0) 2013
    Journal article
    Adish Singla, Andreas Krause.
    Incentives for Privacy Tradeoff in Community Sensing.
    CoRR 2013, Volume 0 (0) 2013
    Conference paper
    Peter Trautman, Jeremy Ma, Richard M. Murray, Andreas Krause.
    Robot navigation in dense human crowds: the case for cooperation.
    2013 IEEE International Conference on Robotics and Automation, Karlsruhe, Germany, May 6-10, 2013 2013 (0) 2013
    Conference paper
    Marcela Zuluaga, Guillaume Sergent, Andreas Krause, Markus Püschel.
    Active Learning for Multi-Objective Optimization.
    Proceedings of the 30th International Conference on Machine Learning, ICML 2013, Atlanta, GA, USA, 16-21 June 2013 2013 (0) 2013
    Conference paper
    Yuxin Chen, Andreas Krause.
    Near-optimal Batch Mode Active Learning and Adaptive Submodular Optimization.
    Proceedings of the 30th International Conference on Machine Learning, ICML 2013, Atlanta, GA, USA, 16-21 June 2013 2013 (0) 2013
    Conference paper
    Adish Singla, Andreas Krause.
    Incentives for Privacy Tradeoff in Community Sensing.
    Proceedings of the First AAAI Conference on Human Computation and Crowdsourcing, HCOMP 2013, November 7-9, 2013, Palm Springs, CA, USA 2013 (0) 2013
    Conference paper
    Baharan Mirzasoleiman, Amin Karbasi, Rik Sarkar, Andreas Krause.
    Distributed Submodular Maximization: Identifying Representative Elements in Massive Data.
    Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States. 2013 (0) 2013
    Conference paper
    Josip Djolonga, Andreas Krause, Volkan Cevher.
    High-Dimensional Gaussian Process Bandits.
    Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States. 2013 (0) 2013
    Conference paper
    Maximilian Beinhofer, Jörg Müller 0004, Andreas Krause, Wolfram Burgard.
    Robust landmark selection for mobile robot navigation.
    2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, Tokyo, Japan, November 3-7, 2013 2013 (0) 2013
    Conference paper
    Andreas Krause.
    Submodularity in Machine Learning and Vision.
    British Machine Vision Conference, BMVC 2013, Bristol, UK, September 9-13, 2013 2013 (0) 2013
    Conference paper
    Manuel Gomez-Rodriguez, Jure Leskovec, Andreas Krause.
    Inferring Networks of Diffusion and Influence.
    TKDD 2010, Volume 5 (0) 2012
    Conference paper
    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 2012, Volume 58 (0) 2012
    Journal article
    Peter Stobbe, Andreas Krause.
    Learning Fourier Sparse Set Functions.
    Journal of Machine Learning Research - Proceedings Track 2012, Volume 22 (0) 2012
    Conference paper
    Marcela Zuluaga, Andreas Krause, Peter A. Milder, Markus Püschel.
    "Smart" design space sampling to predict Pareto-optimal solutions.
    SIGPLAN/SIGBED Conference on Languages, Compilers and Tools for Embedded Systems 2012, LCTES '12, Beijing, China - June 12 - 13, 2012 2012 (0) 2012
    Conference paper
    Andreas Krause, Carlos Guestrin.
    Near-optimal Nonmyopic Value of Information in Graphical Models
    CoRR 2012, Volume 0 (0) 2012
    Conference paper
    Thomas Desautels, Andreas Krause, Joel W. Burdick.
    Parallelizing Exploration-Exploitation Tradeoffs with Gaussian Process Bandit Optimization.
    Proceedings of the 29th International Conference on Machine Learning, ICML 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012 2012 (0) 2012
    Conference paper
    Bo Chen, Rui Castro, Andreas Krause.
    Joint Optimization and Variable Selection of High-dimensional Gaussian Processes.
    Proceedings of the 29th International Conference on Machine Learning, ICML 2012, Edinburgh, Scotland, UK, June 26 - July 1, 2012 2012 (0) 2012
    Journal article
    Daniel Golovin, Andreas Krause.
    Adaptive Submodular Optimization under Matroid Constraints
    CoRR 2011, Volume 0 (0) 2011
    Conference paper
    Andreas Krause, Carlos Guestrin, Anupam Gupta, Jon M. Kleinberg.
    Robust sensor placements at informative and communication-efficient locations.
    TOSN 2010, Volume 7 (0) 2011
    Journal article
    Xinyang Li, Andreas Krause.
    An evolutionary multi-objective optimization of trading rules in call markets.
    Int. Syst. in Accounting, Finance and Management 2011, Volume 18 (0) 2011
    Conference paper
    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.
    Proceedings of the 10th International Conference on Information Processing in Sensor Networks, IPSN 2011, April 12-14, 2011, Chicago, IL, USA 2011 (0) 2011
    Conference paper
    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.
    Proceedings of the 10th International Conference on Information Processing in Sensor Networks, IPSN 2011, April 12-14, 2011, Chicago, IL, USA 2011 (0) 2011
    Conference paper
    Andreas Krause, Carlos Guestrin.
    Submodularity and its applications in optimized information gathering.
    ACM TIST 2011, Volume 2 (0) 2011
    Conference paper
    Daniel Golovin, Andreas Krause, Beth Gardner, Sarah J. Converse, Steve Morey.
    Dynamic Resource Allocation in Conservation Planning.
    Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2011, San Francisco, California, USA, August 7-11, 2011 2011 (0) 2011
    Conference paper
    Andreas Krause, Alex Roper, Daniel Golovin.
    Randomized Sensing in Adversarial Environments.
    IJCAI 2011, Proceedings of the 22nd International Joint Conference on Artificial Intelligence, Barcelona, Catalonia, Spain, July 16-22, 2011 2011 (0) 2011
    Conference paper
    Andreas Krause.
    Performance of evolving trading strategies with different discount factors.
    Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2011, New Orleans, LA, USA, 5-8 June, 2011 2011 (0) 2011
    Journal article
    Volkan Cevher, Andreas Krause.
    Greedy Dictionary Selection for Sparse Representation.
    J. Sel. Topics Signal Processing 2011, Volume 5 (0) 2011
    Journal article
    Biliana Alexandrova-Kabadjova, Edward P. K. Tsang, Andreas Krause.
    Profit-Maximizing Strategies for an Artificial Payment Card Market. Is Learning Possible?
    JILSA 2011, Volume 3 (0) 2011
    Conference paper
    Daniel Golovin, Andreas Krause.
    Adaptive Submodularity: Theory and Applications in Active Learning and Stochastic Optimization.
    J. Artif. Intell. Res. (JAIR) 2011, Volume 42 (0) 2011
    Journal article
    Andreas Krause, Ram Rajagopal, Anupam Gupta, Carlos Guestrin.
    Simultaneous Optimization of Sensor Placements and Balanced Schedules.
    IEEE Trans. Automat. Contr. 2011, Volume 56 (0) 2011
    Conference paper
    Andreas Krause, Cheng Soon Ong.
    Contextual Gaussian Process Bandit Optimization.
    Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, Granada, Spain. 2011 (0) 2011
    Conference paper
    Ryan Gomes, Peter Welinder, Andreas Krause, Pietro Perona.
    Crowdclustering.
    Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, Granada, Spain. 2011 (0) 2011
    Conference paper
    Dan Feldman, Matthew Faulkner, Andreas Krause.
    Scalable Training of Mixture Models via Coresets.
    Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, Granada, Spain. 2011 (0) 2011
    Conference paper
    Biliana Alexandrova-Kabadjova, Edward P. K. Tsang, Andreas Krause.
    Competition is Bad for Consumers: Analysis of an Artificial Payment Card Market.
    JACIII 2011, Volume 15 (0) 2011
    Journal article
    Manuel Gomez-Rodriguez, Jure Leskovec, Andreas Krause.
    Inferring Networks of Diffusion and Influence
    CoRR 2010, Volume 0 (0) 2010
    Conference paper
    Manuel Gomez-Rodriguez, Jure Leskovec, Andreas Krause.
    Inferring networks of diffusion and influence.
    Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, July 25-28, 2010 2010 (0) 2010
    Conference paper
    Jonathan Binney, Andreas Krause, Gaurav S. Sukhatme.
    Informative path planning for an autonomous underwater vehicle.
    IEEE International Conference on Robotics and Automation, ICRA 2010, Anchorage, Alaska, USA, 3-7 May 2010 2010 (0) 2010
    Conference paper
    Xinyang Li, Andreas Krause.
    An Evolutionary Multi-objective Optimization of Market Structures Using PBIL.
    Intelligent Data Engineering and Automated Learning - IDEAL 2010, 11th International Conference, Paisley, UK, September 1-3, 2010. Proceedings 2010 (0) 2010
    Conference paper
    Ryan Gomes, Andreas Krause.
    Budgeted Nonparametric Learning from Data Streams.
    Proceedings of the 27th International Conference on Machine Learning (ICML-10), June 21-24, 2010, Haifa, Israel 2010 (0) 2010
    Conference paper
    Niranjan Srinivas, Andreas Krause, Sham M. Kakade, Matthias W. Seeger.
    Gaussian Process Optimization in the Bandit Setting: No Regret and Experimental Design.
    Proceedings of the 27th International Conference on Machine Learning (ICML-10), June 21-24, 2010, Haifa, Israel 2010 (0) 2010
    Conference paper
    Andreas Krause, Volkan Cevher.
    Submodular Dictionary Selection for Sparse Representation.
    Proceedings of the 27th International Conference on Machine Learning (ICML-10), June 21-24, 2010, Haifa, Israel 2010 (0) 2010
    Journal article
    Daniel Golovin, Andreas Krause, Debajyoti Ray.
    Near-Optimal Bayesian Active Learning with Noisy Observations
    CoRR 2010, Volume 0 (0) 2010
    Journal article
    Peter Stobbe, Andreas Krause.
    Efficient Minimization of Decomposable Submodular Functions
    CoRR 2010, Volume 0 (0) 2010
    Journal article
    Andreas Krause, Eric Horvitz.
    A Utility-Theoretic Approach to Privacy in Online Services.
    J. Artif. Intell. Res. (JAIR) 2010, Volume 39 (0) 2010
    Conference paper
    Daniel Golovin, Andreas Krause.
    Adaptive Submodularity: A New Approach to Active Learning and Stochastic Optimization.
    COLT 2010 - The 23rd Conference on Learning Theory, Haifa, Israel, June 27-29, 2010 2010 (0) 2010
    Conference paper
    Peter Trautman, Andreas Krause.
    Unfreezing the robot: Navigation in dense, interacting crowds.
    2010 IEEE/RSJ International Conference on Intelligent Robots and Systems, October 18-22, 2010, Taipei, Taiwan 2010 (0) 2010
    Conference paper
    Ryan Gomes, Andreas Krause, Pietro Perona.
    Discriminative Clustering by Regularized Information Maximization.
    Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, Vancouver, British Columbia, Canada. 2010 (0) 2010
    Conference paper
    Peter Stobbe, Andreas Krause.
    Efficient Minimization of Decomposable Submodular Functions.
    Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, Vancouver, British Columbia, Canada. 2010 (0) 2010
    Conference paper
    Daniel Golovin, Andreas Krause, Debajyoti Ray.
    Near-Optimal Bayesian Active Learning with Noisy Observations.
    Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, Vancouver, British Columbia, Canada. 2010 (0) 2010
    Journal article
    Daniel Golovin, Matthew Faulkner, Andreas Krause.
    Online Distributed Sensor Selection
    CoRR 2010, Volume 0 (0) 2010
    Journal article
    Daniel Golovin, Andreas Krause.
    Adaptive Submodularity: A New Approach to Active Learning and Stochastic Optimization
    CoRR 2010, Volume 0 (0) 2010
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