Carlos Guestrin
Orcid: 0000-0001-6348-5939Affiliations:
- University of Washington, Seattle, WA, USA
- Carnegie Mellon University, Pittsburgh, USA
According to our database1,
Carlos Guestrin
authored at least 165 papers
between 1998 and 2024.
Collaborative distances:
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Bibliography
2024
ACORN: Performant and Predicate-Agnostic Search Over Vector Embeddings and Structured Data.
Proc. ACM Manag. Data, 2024
LOTUS: Enabling Semantic Queries with LLMs Over Tables of Unstructured and Structured Data.
CoRR, 2024
Exploiting Programmatic Behavior of LLMs: Dual-Use Through Standard Security Attacks.
Proceedings of the IEEE Security and Privacy, 2024
Proceedings of the IEEE Conference on Secure and Trustworthy Machine Learning, 2024
2023
CoRR, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
2021
Beyond Accuracy: Behavioral Testing of NLP Models with Checklist (Extended Abstract).
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
2020
The rise and fall of network stars: Analyzing 2.5 million graphs to reveal how high-degree vertices emerge over time.
Inf. Process. Manag., 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
2019
IEEE Micro, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the 25th Annual International Conference on Mobile Computing and Networking, 2019
Raise to Speak: An Accurate, Low-power Detector for Activating Voice Assistants on Smartwatches.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
2018
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018
Over-Optimization of Academic Publishing Metrics: Observing Goodhart's Law in Action.
CoRR, 2018
A Fast, Principled Working Set Algorithm for Exploiting Piecewise Linear Structure in Convex Problems.
CoRR, 2018
Proceedings of the 13th USENIX Symposium on Operating Systems Design and Implementation, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Proceedings of the 34th International Conference on Machine Learning, 2017
Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017
2016
Nothing Else Matters: Model-Agnostic Explanations By Identifying Prediction Invariance.
CoRR, 2016
Analyzing Complex Network User Arrival Patterns and Their Effect on Network Topologies.
CoRR, 2016
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016
2015
Proceedings of the Sixteenth ACM Conference on Economics and Computation, 2015
Proceedings of the 32nd International Conference on Machine Learning, 2015
Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015
2014
CoRR, 2014
Proceedings of the 23rd International World Wide Web Conference, 2014
Proceedings of The Twenty-Third Text REtrieval Conference, 2014
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014
Reducing Data Loading Bottleneck with Coarse Feature Vectors for Large Scale Learning.
Proceedings of the 3rd International Workshop on Big Data, 2014
Proceedings of the 31th International Conference on Machine Learning, 2014
Proceedings of the 22nd IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2014
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014
2013
"Metro maps of information" by Dafna Shahaf, Carlos Guestrin and Eric Horvitz, with Ching-man Au Yeung as coordinator.
SIGWEB Newsl., 2013
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013
2012
ACM Trans. Knowl. Discov. Data, 2012
Proc. VLDB Endow., 2012
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012
J. Artif. Intell. Res., 2012
Proceedings of the 21st World Wide Web Conference 2012, 2012
Proceedings of the 10th USENIX Symposium on Operating Systems Design and Implementation, 2012
Proceedings of the 10th USENIX Symposium on Operating Systems Design and Implementation, 2012
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012
Proceedings of the 29th International Conference on Machine Learning, 2012
2011
ACM Trans. Sens. Networks, 2011
ACM Trans. Intell. Syst. Technol., 2011
IEEE Trans. Autom. Control., 2011
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, 2011
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, 2011
Proceedings of the UAI 2011, 2011
Proceedings of the 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, 2011
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011
Proceedings of the 28th International Conference on Machine Learning, 2011
2010
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, 2010
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, 2010
CoRR, 2010
AI Mag., 2010
Proceedings of the UAI 2010, 2010
Proceedings of the 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, 2010
Proceedings of the 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, 2010
Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010
Proceedings of the 4th Alberto Mendelzon International Workshop on Foundations of Data Management, 2010
2009
Proceedings of the Encyclopedia of Database Systems, 2009
Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics, 2009
Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics, 2009
J. Mach. Learn. Res., 2009
Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics, 2009
Proceedings of the UAI 2009, 2009
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009
Proceedings of the Third International Workshop on Knowledge Discovery from Sensor Data, 2009
Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009
Proceedings of the 8th International Conference on Information Processing in Sensor Networks, 2009
Proceedings of the 8th International Conference on Information Processing in Sensor Networks, 2009
2008
Near-Optimal Sensor Placements in Gaussian Processes: Theory, Efficient Algorithms and Empirical Studies.
J. Mach. Learn. Res., 2008
2007
Proceedings of the 20th Annual ACM Symposium on User Interface Software and Technology, 2007
Proceedings of the Advances in Neural Information Processing Systems 20, 2007
Proceedings of the Advances in Neural Information Processing Systems 20, 2007
Proceedings of the Advances in Neural Information Processing Systems 20, 2007
Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007
Proceedings of the INFOCOM 2007. 26th IEEE International Conference on Computer Communications, 2007
Proceedings of the IJCAI 2007, 2007
Nonmyopic active learning of Gaussian processes: an exploration-exploitation approach.
Proceedings of the Machine Learning, 2007
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007
2006
J. Artif. Intell. Res., 2006
Proceedings of the Advances in Neural Information Processing Systems 19, 2006
Proceedings of the Fifth International Conference on Information Processing in Sensor Networks, 2006
Near-optimal sensor placements: maximizing information while minimizing communication cost.
Proceedings of the Fifth International Conference on Information Processing in Sensor Networks, 2006
Proceedings of the Fifth International Conference on Information Processing in Sensor Networks, 2006
Proceedings of the Machine Learning, 2006
2005
Proceedings of the UAI '05, 2005
Proceedings of the 3rd International Conference on Embedded Networked Sensor Systems, 2005
Proceedings of the 3rd International Conference on Embedded Networked Sensor Systems, 2005
Proceedings of the Fourth International Symposium on Information Processing in Sensor Networks, 2005
Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005
Optimal Nonmyopic Value of Information in Graphical Models - Efficient Algorithms and Theoretical Limits.
Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005
Proceedings of the Machine Learning, 2005
Proceedings of the Machine Learning, 2005
Proceedings of the 21st International Conference on Data Engineering, 2005
Proceedings of the Second Biennial Conference on Innovative Data Systems Research, 2005
2004
Proceedings of the (e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, VLDB 2004, Toronto, Canada, August 31, 2004
Proceedings of the UAI '04, 2004
Proceedings of the UAI '04, 2004
Proceedings of the Third International Symposium on Information Processing in Sensor Networks, 2004
2003
Stochastic Roadmap Simulation: An Efficient Representation and Algorithm for Analyzing Molecular Motion.
J. Comput. Biol., 2003
Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003
Proceedings of the IJCAI-03, 2003
2002
Stochastic Conformational Roadmaps for Computing Ensemble Properties of Molecular Motion.
Proceedings of the Algorithmic Foundations of Robotics V, 2002
Stochastic roadmap simulation: an efficient representation and algorithm for analyzing molecular motion.
Proceedings of the Sixth Annual International Conference on Computational Biology, 2002
Algorithm-Directed Exploration for Model-Based Reinforcement Learning in Factored MDPs.
Proceedings of the Machine Learning, 2002
Coordinated Reinforcement Learning.
Proceedings of the Machine Learning, 2002
Using robotics to fold proteins and dock ligands.
Proceedings of the European Conference on Computational Biology (ECCB 2002), 2002
Stochastic roadmap simulation for the study of ligand-protein interactions.
Proceedings of the European Conference on Computational Biology (ECCB 2002), 2002
Proceedings of the Eighteenth National Conference on Artificial Intelligence and Fourteenth Conference on Innovative Applications of Artificial Intelligence, July 28, 2002
Proceedings of the Eighteenth National Conference on Artificial Intelligence and Fourteenth Conference on Innovative Applications of Artificial Intelligence, July 28, 2002
2001
Proceedings of the UAI '01: Proceedings of the 17th Conference in Uncertainty in Artificial Intelligence, 2001
Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001
Max-norm Projections for Factored MDPs.
Proceedings of the Seventeenth International Joint Conference on Artificial Intelligence, 2001
2000
1998
Proceedings of the Knowledge-Based Intelligent Electronic Systems, 1998
Proceedings of the Proceedings 1998 IEEE/RSJ International Conference on Intelligent Robots and Systems. Innovations in Theory, 1998