% csauthors.net - beta - BibTeX bibliography of Roni Khardon
@inproceedings{conf/colt/BlumKKPR94,
title = {On Learning Read-k-Satisfy-j DNF.},
year = {1994},
booktitle = {COLT},
author = {{Avrim Blum} and {Roni Khardon} and {Eyal Kushilevitz} and {Leonard Pitt} and {Dan Roth}},
publisher = {ACM},
booktitle = {Proceedings of the Seventh Annual ACM Conference on Computational Learning Theory, COLT 1994, New Brunswick, NJ, USA, July 12-15, 1994.}
}
@article{journals/ipl/Khardon94,
title = {On Using the Fourier Transform to Learn Disjoint DNF.},
year = {1994},
journal = {Inf. Process. Lett.},
author = {{Roni Khardon}}
}
@inproceedings{conf/ijcai/KhardonR95,
title = {Default-Reasoning with Models.},
year = {1995},
booktitle = {IJCAI},
author = {{Roni Khardon} and {Dan Roth}},
publisher = {Morgan Kaufmann},
booktitle = {Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence, IJCAI 95, Montréal Québec, Canada, August 20-25 1995, 2 Volumes}
}
@article{journals/jair/Khardon95,
title = {Translating between Horn Representations and their Characteristic Models.},
year = {1995},
journal = {J. Artif. Intell. Res.},
author = {{Roni Khardon}}
}
@article{journals/ai/KhardonR96,
title = {Reasoning with Models.},
year = {1996},
journal = {Artif. Intell.},
author = {{Roni Khardon} and {Dan Roth}}
}
@article{journals/pc/KhardonP96,
title = {Partitioning and Scheduling to Counteract Overhead.},
year = {1996},
journal = {Parallel Comput.},
author = {{Roni Khardon} and {Shlomit S. Pinter}}
}
@inproceedings{conf/pods/GunopulosKMT97,
title = {Data mining, Hypergraph Transversals, and Machine Learning.},
year = {1997},
booktitle = {PODS},
author = {{Dimitrios Gunopulos} and {Roni Khardon} and {Heikki Mannila} and {Hannu Toivonen}},
publisher = {ACM Press},
booktitle = {Proceedings of the Sixteenth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, May 12-14, 1997, Tucson, Arizona, USA}
}
@article{journals/ai/KhardonR97,
title = {Defaults and Relevance in Model-Based Reasoning.},
year = {1997},
journal = {Artif. Intell.},
author = {{Roni Khardon} and {Dan Roth}}
}
@article{journals/jacm/KhardonR97,
title = {Learning to reason.},
year = {1997},
journal = {J. ACM},
author = {{Roni Khardon} and {Dan Roth}}
}
@inproceedings{conf/colt/Khardon98,
title = {Learning First Order Universal Horn Expressions.},
year = {1998},
booktitle = {COLT},
author = {{Roni Khardon}},
publisher = {ACM},
booktitle = {Proceedings of the Eleventh Annual Conference on Computational Learning Theory, COLT 1998, Madison, Wisconsin, USA, July 24-26, 1998.}
}
@article{journals/siamcomp/AizensteinBKKPR98,
title = {On Learning Read-k-Satisfy-j DNF.},
year = {1998},
journal = {SIAM J. Comput.},
author = {{Howard Aizenstein} and {Avrim Blum} and {Roni Khardon} and {Eyal Kushilevitz} and {Leonard Pitt} and {Dan Roth}}
}
@inproceedings{conf/eurocolt/Khardon99,
title = {Learning Range Restricted Horn Expressions.},
year = {1999},
booktitle = {EuroCOLT},
author = {{Roni Khardon}},
publisher = {Springer},
booktitle = {Computational Learning Theory, 4th European Conference, EuroCOLT '99, Nordkirchen, Germany, March 29-31, 1999, Proceedings}
}
@inproceedings{conf/ijcai/KhardonRV99,
title = {Relational Learning for NLP using Linear Threshold Elements.},
year = {1999},
booktitle = {IJCAI},
author = {{Roni Khardon} and {Dan Roth} and {Leslie G. Valiant}},
publisher = {Morgan Kaufmann},
booktitle = {Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence, IJCAI 99, Stockholm, Sweden, July 31 - August 6, 1999. 2 Volumes, 1450 pages}
}
@article{journals/acta/KhardonMR99,
title = {Reasoning with Examples: Propositional Formulae and Database Dependencies.},
year = {1999},
journal = {Acta Informatica},
author = {{Roni Khardon} and {Heikki Mannila} and {Dan Roth}}
}
@article{journals/ai/Khardon99,
title = {Learning Action Strategies for Planning Domains.},
year = {1999},
journal = {Artif. Intell.},
author = {{Roni Khardon}}
}
@article{journals/ml/Khardon99,
title = {Learning to Take Actions.},
year = {1999},
journal = {Mach. Learn.},
author = {{Roni Khardon}}
}
@article{journals/ml/Khardon99a,
title = {Learning Function-Free Horn Expressions.},
year = {1999},
journal = {Mach. Learn.},
author = {{Roni Khardon}}
}
@article{journals/ml/KhardonR99,
title = {Learning to Reason with a Restricted View.},
year = {1999},
journal = {Mach. Learn.},
author = {{Roni Khardon} and {Dan Roth}}
}
@inproceedings{conf/icml/Khardon00,
title = {Learning Horn Expressions with LogAn-H.},
year = {2000},
booktitle = {ICML},
author = {{Roni Khardon}},
publisher = {Morgan Kaufmann},
booktitle = {Proceedings of the Seventeenth International Conference on Machine Learning (ICML 2000), Stanford University, Stanford, CA, USA, June 29 - July 2, 2000}
}
@inproceedings{conf/ilp/AriasK00,
title = {A New Algorithm for Learning Range Restricted Horn Expressions.},
year = {2000},
booktitle = {ILP},
author = {{Marta Arias} and {Roni Khardon}},
publisher = {Springer},
booktitle = {Inductive Logic Programming, 10th International Conference, ILP 2000, London, UK, July 24-27, 2000, Proceedings}
}
@inproceedings{conf/alt/AbeKZ01,
title = {Editors' Introduction.},
year = {2001},
booktitle = {ALT},
author = {{Naoki Abe} and {Roni Khardon} and {Thomas Zeugmann}},
publisher = {Springer},
booktitle = {Algorithmic Learning Theory, 12th International Conference, ALT 2001, Washington, DC, USA, November 25-28, 2001, Proceedings}
}
@article{journals/iandc/AriasK02,
title = {Learning Closed Horn Expressions.},
year = {2002},
journal = {Inf. Comput.},
author = {{Marta Arias} and {Roni Khardon}}
}
@inproceedings{conf/colt/AriasKS03,
title = {Polynomial Certificates for Propositional Classes.},
year = {2003},
booktitle = {COLT},
author = {{Marta Arias} and {Roni Khardon} and {Rocco A. Servedio}},
publisher = {Springer},
booktitle = {Computational Learning Theory and Kernel Machines, 16th Annual Conference on Computational Learning Theory and 7th Kernel Workshop, COLT/Kernel 2003, Washington, DC, USA, August 24-27, 2003, Proceedings}
}
@article{journals/tods/GunopulosKMSTS03,
title = {Discovering all most specific sentences.},
year = {2003},
journal = {ACM Trans. Database Syst.},
author = {{Dimitrios Gunopulos} and {Roni Khardon} and {Heikki Mannila} and {Sanjeev Saluja} and {Hannu Toivonen} and {Ram Sewak Sharm}}
}
@inproceedings{conf/ilp/AriasK04,
title = {Bottom-Up ILP Using Large Refinement Steps.},
year = {2004},
booktitle = {ILP},
author = {{Marta Arias} and {Roni Khardon}},
publisher = {Springer},
booktitle = {Inductive Logic Programming, 14th International Conference, ILP 2004, Porto, Portugal, September 6-8, 2004, Proceedings}
}
@article{journals/tcs/AbeK04,
title = {Foreword.},
year = {2004},
journal = {Theor. Comput. Sci.},
author = {{Naoki Abe} and {Roni Khardon}}
}
@article{journals/jair/KhardonRS05,
title = {Efficiency versus Convergence of Boolean Kernels for On-Line Learning Algorithms.},
year = {2005},
journal = {J. Artif. Intell. Res.},
author = {{Roni Khardon} and {Dan Roth} and {Rocco A. Servedio}}
}
@article{journals/jmlr/KhardonS05,
title = {Maximum Margin Algorithms with Boolean Kernels.},
year = {2005},
journal = {J. Mach. Learn. Res.},
author = {{Roni Khardon} and {Rocco A. Servedio}}
}
@article{journals/iandc/AriasFKS06,
title = {Polynomial certificates for propositional classes.},
year = {2006},
journal = {Inf. Comput.},
author = {{Marta Arias} and {Aaron Feigelson} and {Roni Khardon} and {Rocco A. Servedio}}
}
@article{journals/jcss/KhardonA06,
title = {The subsumption lattice and query learning.},
year = {2006},
journal = {J. Comput. Syst. Sci.},
author = {{Roni Khardon} and {Marta Arias}}
}
@article{journals/ml/AriasK06,
title = {Complexity parameters for first order classes.},
year = {2006},
journal = {Mach. Learn.},
author = {{Marta Arias} and {Roni Khardon}}
}
@inproceedings{conf/icml/WachmanK07,
title = {Learning from interpretations: a rooted kernel for ordered hypergraphs.},
year = {2007},
booktitle = {ICML},
author = {{Gabriel Wachman} and {Roni Khardon}},
publisher = {ACM},
booktitle = {Machine Learning, Proceedings of the Twenty-Fourth International Conference (ICML 2007), Corvallis, Oregon, USA, June 20-24, 2007}
}
@inproceedings{conf/ijcai/GarrigaKR07,
title = {On Mining Closed Sets in Multi-Relational Data.},
year = {2007},
booktitle = {IJCAI},
author = {{Gemma C. Garriga} and {Roni Khardon} and {Luc De Raedt}},
booktitle = {IJCAI 2007, Proceedings of the 20th International Joint Conference on Artificial Intelligence, Hyderabad, India, January 6-12, 2007}
}
@inproceedings{conf/uai/WangK07,
title = {Policy Iteration for Relational MDPs.},
year = {2007},
booktitle = {UAI},
author = {{Chenggang Wang} and {Roni Khardon}},
publisher = {AUAI Press},
booktitle = {UAI 2007, Proceedings of the Twenty-Third Conference on Uncertainty in Artificial Intelligence, Vancouver, BC, Canada, July 19-22, 2007}
}
@article{journals/jmlr/AriasKM07,
title = {Learning Horn Expressions with LOGAN-H.},
year = {2007},
journal = {J. Mach. Learn. Res.},
author = {{Marta Arias} and {Roni Khardon} and {Jérôme Maloberti}}
}
@article{journals/jmlr/KhardonW07,
title = {Noise Tolerant Variants of the Perceptron Algorithm.},
year = {2007},
journal = {J. Mach. Learn. Res.},
author = {{Roni Khardon} and {Gabriel Wachman}}
}
@inproceedings{conf/aips/JoshiK08,
title = {Stochastic Planning with First Order Decision Diagrams.},
year = {2008},
booktitle = {ICAPS},
author = {{Saket Joshi} and {Roni Khardon}},
publisher = {AAAI},
booktitle = {Proceedings of the Eighteenth International Conference on Automated Planning and Scheduling, ICAPS 2008, Sydney, Australia, September 14-18, 2008}
}
@article{journals/jair/WangJK08,
title = {First Order Decision Diagrams for Relational MDPs.},
year = {2008},
journal = {J. Artif. Intell. Res.},
author = {{Chenggang Wang} and {Saket Joshi} and {Roni Khardon}}
}
@inproceedings{conf/ijcai/JoshiKK09,
title = {Generalized First Order Decision Diagrams for First Order Markov Decision Processes.},
year = {2009},
booktitle = {IJCAI},
author = {{Saket Joshi} and {Kristian Kersting} and {Roni Khardon}},
booktitle = {IJCAI 2009, Proceedings of the 21st International Joint Conference on Artificial Intelligence, Pasadena, California, USA, July 11-17, 2009}
}
@inproceedings{conf/pkdd/WachmanKPA09,
title = {Kernels for Periodic Time Series Arising in Astronomy.},
year = {2009},
booktitle = {ECML/PKDD (2)},
author = {{Gabriel Wachman} and {Roni Khardon} and {Pavlos Protopapas} and {Charles R. Alcock}},
publisher = {Springer},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference, ECML PKDD 2009, Bled, Slovenia, September 7-11, 2009, Proceedings, Part II}
}
@inproceedings{conf/aaai/Khardon10,
title = {Stochastic Planning and Lifted Inference.},
year = {2010},
booktitle = {StarAI@AAAI},
author = {{Roni Khardon}},
publisher = {AAAI},
booktitle = {Statistical Relational Artificial Intelligence, Papers from the 2010 AAAI Workshop, Atlanta, Georgia, USA, July 12, 2010}
}
@inproceedings{conf/aaai/WangK10,
title = {Relational Partially Observable MDPs.},
year = {2010},
booktitle = {AAAI},
author = {{Chenggang Wang} and {Roni Khardon}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2010, Atlanta, Georgia, USA, July 11-15, 2010}
}
@inproceedings{conf/aips/JoshiKK10,
title = {Self-Taught Decision Theoretic Planning with First Order Decision Diagrams.},
year = {2010},
booktitle = {ICAPS},
author = {{Saket Joshi} and {Kristian Kersting} and {Roni Khardon}},
publisher = {AAAI},
booktitle = {Proceedings of the 20th International Conference on Automated Planning and Scheduling, ICAPS 2010, Toronto, Ontario, Canada, May 12-16, 2010}
}
@inproceedings{conf/kdd/PrestonBKSF10,
title = {Redefining class definitions using constraint-based clustering: an application to remote sensing of the earth's surface.},
year = {2010},
booktitle = {KDD},
author = {{Dan Preston} and {Carla E. Brodley} and {Roni Khardon} and {Damien Sulla-Menashe} and {Mark A. Friedl}},
publisher = {ACM},
booktitle = {Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, July 25-28, 2010}
}
@inproceedings{conf/pkdd/WangKP10,
title = {Shift-Invariant Grouped Multi-task Learning for Gaussian Processes.},
year = {2010},
booktitle = {ECML/PKDD (3)},
author = {{Yuyang Wang} and {Roni Khardon} and {Pavlos Protopapas}},
publisher = {Springer},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference, ECML PKDD 2010, Barcelona, Spain, September 20-24, 2010, Proceedings, Part III}
}
@article{journals/ai/JoshiKK11,
title = {Decision-theoretic planning with generalized first-order decision diagrams.},
year = {2011},
journal = {Artif. Intell.},
author = {{Saket Joshi} and {Kristian Kersting} and {Roni Khardon}}
}
@article{journals/corr/abs-1111-1315,
title = {Nonparametric Bayesian Estimation of Periodic Functions},
year = {2011},
journal = {CoRR},
author = {{Yuyang Wang} and {Roni Khardon} and {Pavlos Protopapas}}
}
@article{journals/jair/JoshiK11,
title = {Probabilistic Relational Planning with First Order Decision Diagrams.},
year = {2011},
journal = {J. Artif. Intell. Res.},
author = {{Saket Joshi} and {Roni Khardon}}
}
@article{journals/ml/FernKT11,
title = {The first learning track of the international planning competition.},
year = {2011},
journal = {Mach. Learn.},
author = {{Alan Fern} and {Roni Khardon} and {Prasad Tadepalli}}
}
@inproceedings{conf/aaai/RaghavanJFTK12,
title = {Planning in Factored Action Spaces with Symbolic Dynamic Programming.},
year = {2012},
booktitle = {AAAI},
author = {{Aswin Raghavan} and {Saket Joshi} and {Alan Fern} and {Prasad Tadepalli} and {Roni Khardon}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, July 22-26, 2012, Toronto, Ontario, Canada.}
}
@inproceedings{conf/icra/JoshiSKS12,
title = {Abstract planning for reactive robots.},
year = {2012},
booktitle = {ICRA},
author = {{Saket Joshi} and {Paul W. Schermerhorn} and {Roni Khardon} and {Matthias Scheutz}},
publisher = {IEEE},
booktitle = {IEEE International Conference on Robotics and Automation, ICRA 2012, 14-18 May, 2012, St. Paul, Minnesota, USA}
}
@inproceedings{conf/igarss/AhmedMKAM12,
title = {A discriminative-generative approach to the characterization of subsurface contaminant source zones.},
year = {2012},
booktitle = {IGARSS},
author = {{Bilal Ahmed} and {Itza Mendoza-Sanchez} and {Roni Khardon} and {Linda M. Abriola} and {Eric L. Miller 001}},
publisher = {IEEE},
booktitle = {2012 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2012, Munich, Germany, July 22-27, 2012}
}
@inproceedings{conf/pkdd/WangK12,
title = {Sparse Gaussian Processes for Multi-task Learning.},
year = {2012},
booktitle = {ECML/PKDD (1)},
author = {{Yuyang Wang} and {Roni Khardon}},
publisher = {Springer},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2012, Bristol, UK, September 24-28, 2012. Proceedings, Part I}
}
@inproceedings{conf/ssp/AhmedMKAM12,
title = {A mixture of experts based discretization approach for characterizing subsurface contaminant source zones.},
year = {2012},
booktitle = {SSP},
author = {{Bilal Ahmed} and {Itza Mendoza-Sanchez} and {Roni Khardon} and {Linda M. Abriola} and {Eric L. Miller 001}},
publisher = {IEEE},
booktitle = {IEEE Statistical Signal Processing Workshop, SSP 2012, Ann Arbor, MI, USA, August 5-8, 2012}
}
@article{journals/corr/abs-1203-0970,
title = {Infinite Shift-invariant Grouped Multi-task Learning for Gaussian Processes},
year = {2012},
journal = {CoRR},
author = {{Yuyang Wang} and {Roni Khardon} and {Pavlos Protopapas}}
}
@article{journals/corr/abs-1211-6653,
title = {Nonparametric Bayesian Mixed-effect Model: a Sparse Gaussian Process Approach},
year = {2012},
journal = {CoRR},
author = {{Yuyang Wang} and {Roni Khardon}}
}
@inproceedings{journals/jmlr/WangKPJ12,
title = {Generalization Bounds for Online Learning Algorithms with Pairwise Loss Functions.},
year = {2012},
booktitle = {COLT},
author = {{Yuyang Wang} and {Roni Khardon} and {Dmitry Pechyony} and {Rosie Jones}},
publisher = {JMLR.org},
booktitle = {COLT 2012 - The 25th Annual Conference on Learning Theory, June 25-27, 2012, Edinburgh, Scotland}
}
@inproceedings{conf/aaai/JoshiKTFR13,
title = {Relational Markov Decision Processes: Promise and Prospects.},
year = {2013},
booktitle = {StarAI@AAAI},
author = {{Saket Joshi} and {Roni Khardon} and {Prasad Tadepalli} and {Alan Fern} and {Aswin Raghavan}},
publisher = {AAAI},
booktitle = {Statistical Relational Artificial Intelligence, Papers from the 2013 AAAI Workshop, Bellevue, Washington, USA, July 15, 2013}
}
@inproceedings{conf/nips/RaghavanKFT13,
title = {Symbolic Opportunistic Policy Iteration for Factored-Action MDPs.},
year = {2013},
booktitle = {NIPS},
author = {{Aswin Raghavan} and {Roni Khardon} and {Alan Fern} and {Prasad Tadepalli}},
booktitle = {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.}
}
@inproceedings{conf/pkdd/JoshiKTRF13,
title = {Solving Relational MDPs with Exogenous Events and Additive Rewards.},
year = {2013},
booktitle = {ECML/PKDD (1)},
author = {{Saket Joshi} and {Roni Khardon} and {Prasad Tadepalli} and {Aswin Raghavan} and {Alan Fern}},
publisher = {Springer},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2013, Prague, Czech Republic, September 23-27, 2013, Proceedings, Part I}
}
@article{journals/amai/GarrigaKR13,
title = {Mining closed patterns in relational, graph and network data.},
year = {2013},
journal = {Ann. Math. Artif. Intell.},
author = {{Gemma C. Garriga} and {Roni Khardon} and {Luc De Raedt}}
}
@article{journals/corr/abs-1301-5332,
title = {Online Learning with Pairwise Loss Functions},
year = {2013},
journal = {CoRR},
author = {{Yuyang Wang} and {Roni Khardon} and {Dmitry Pechyony} and {Rosie Jones}}
}
@inproceedings{conf/aaai/CuiKFT15,
title = {Factored MCTS for Large Scale Stochastic Planning.},
year = {2015},
booktitle = {AAAI},
author = {{Hao Cui} and {Roni Khardon} and {Alan Fern} and {Prasad Tadepalli}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, January 25-30, 2015, Austin, Texas, USA.}
}
@inproceedings{conf/aips/IssakkimuthuFKT15,
title = {Hindsight Optimization for Probabilistic Planning with Factored Actions.},
year = {2015},
booktitle = {ICAPS},
author = {{Murugeswari Issakkimuthu} and {Alan Fern} and {Roni Khardon} and {Prasad Tadepalli} and {Shan Xue}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Twenty-Fifth International Conference on Automated Planning and Scheduling, ICAPS 2015, Jerusalem, Israel, June 7-11, 2015.}
}
@inproceedings{conf/icml/ShethWK15,
title = {Sparse Variational Inference for Generalized GP Models.},
year = {2015},
booktitle = {ICML},
author = {{Rishit Sheth} and {Yuyang Wang} and {Roni Khardon}},
publisher = {JMLR.org},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning, ICML 2015, Lille, France, 6-11 July 2015}
}
@inproceedings{conf/uai/RaghavanKTF15,
title = {Memory-Effcient Symbolic Online Planning for Factored MDPs.},
year = {2015},
booktitle = {UAI},
author = {{Aswin Raghavan} and {Roni Khardon} and {Prasad Tadepalli} and {Alan Fern}},
publisher = {AUAI Press},
booktitle = {Proceedings of the Thirty-First Conference on Uncertainty in Artificial Intelligence, UAI 2015, July 12-16, 2015, Amsterdam, The Netherlands}
}
@article{journals/ai/HescottK15,
title = {The complexity of reasoning with FODD and GFODD.},
year = {2015},
journal = {Artif. Intell.},
author = {{Benjamin J. Hescott} and {Roni Khardon}}
}
@inproceedings{conf/aistats/ShethK16,
title = {A Fixed-Point Operator for Inference in Variational Bayesian Latent Gaussian Models.},
year = {2016},
booktitle = {AISTATS},
author = {{Rishit Sheth} and {Roni Khardon}},
publisher = {JMLR.org},
booktitle = {Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, AISTATS 2016, Cadiz, Spain, May 9-11, 2016}
}
@inproceedings{conf/ijcai/CuiK16,
title = {Online Symbolic Gradient-Based Optimization for Factored Action MDPs.},
year = {2016},
booktitle = {IJCAI},
author = {{Hao Cui} and {Roni Khardon}},
publisher = {IJCAI/AAAI Press},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, IJCAI 2016, New York, NY, USA, 9-15 July 2016}
}
@inproceedings{conf/aaai/RaghavanSKTF17,
title = {Hindsight Optimization for Hybrid State and Action MDPs.},
year = {2017},
booktitle = {AAAI},
author = {{Aswin Raghavan} and {Scott Sanner} and {Roni Khardon} and {Prasad Tadepalli} and {Alan Fern}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, February 4-9, 2017, San Francisco, California, USA.}
}
@inproceedings{conf/nips/ShethK17,
title = {Excess Risk Bounds for the Bayes Risk using Variational Inference in Latent Gaussian Models.},
year = {2017},
booktitle = {NIPS},
author = {{Rishit Sheth} and {Roni Khardon}},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, December 4-9, 2017, Long Beach, CA, USA}
}
@article{journals/corr/KhardonS17,
title = {Stochastic Planning and Lifted Inference.},
year = {2017},
journal = {CoRR},
author = {{Roni Khardon} and {Scott Sanner}}
}
@inproceedings{conf/aaai/CuiK18,
title = {Lifted Stochastic Planning, Belief Propagation and Marginal MAP.},
year = {2018},
booktitle = {AAAI Workshops},
author = {{Hao Cui} and {Roni Khardon}},
publisher = {AAAI Press},
booktitle = {The Workshops of the The Thirty-Second AAAI Conference on Artificial Intelligence, New Orleans, Louisiana, USA, February 2-7, 2018.}
}
@inproceedings{conf/nips/CuiMK18,
title = {From Stochastic Planning to Marginal MAP.},
year = {2018},
booktitle = {NeurIPS},
author = {{Hao Cui} and {Radu Marinescu 002} and {Roni Khardon}},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, December 3-8, 2018, Montréal, Canada.}
}
@article{journals/aim/0001BBCFGGGJKKK18,
title = {Reports of the Workshops of the 32nd AAAI Conference on Artificial Intelligence.},
year = {2018},
journal = {AI Mag.},
author = {{Bruno Bouchard 001} and {Kevin Bouchard} and {Noam Brown} and {Niyati Chhaya} and {Eitan Farchi} and {Sébastien Gaboury} and {Christopher W. Geib} and {Amelie Gyrard} and {Kokil Jaidka} and {Sarah Keren} and {Roni Khardon} and {Parisa Kordjamshidi} and {David R. Martinez} and {Nicholas Mattei} and {Martin Michalowski} and {Reuth Mirsky} and {Joseph C. Osborn} and {Cem Sahin} and {Onn Shehory} and {Arash Shaban-Nejad} and {Amit P. Sheth} and {Ilan Shimshoni} and {Howard E. Shrobe} and {Arunesh Sinha} and {Atanu R. Sinha} and {Biplav Srivastava} and {William W. Streilein} and {Georgios Theocharous} and {Kristen Brent Venable} and {Neal Wagner} and {Anna Zamansky}}
}
@inproceedings{conf/aabi/ShethK19,
title = {Pseudo-Bayesian Learning via Direct Loss Minimization with Applications to Sparse Gaussian Process Models.},
year = {2019},
booktitle = {AABI},
author = {{Rishit Sheth} and {Roni Khardon}},
publisher = {PMLR},
booktitle = {Symposium on Advances in Approximate Bayesian Inference, AABI 2019, Vancouver, BC, Canada, December 8, 2019.}
}
@inproceedings{conf/aips/Cui0K19,
title = {Stochastic Planning with Lifted Symbolic Trajectory Optimization.},
year = {2019},
booktitle = {ICAPS},
author = {{Hao Cui} and {Thomas Keller 001} and {Roni Khardon}},
publisher = {AAAI Press},
booktitle = {Proceedings of the Twenty-Ninth International Conference on Automated Planning and Scheduling, ICAPS 2019, Berkeley, CA, USA, July 11-15, 2019.}
}
@inproceedings{conf/nips/CuiK19,
title = {Sampling Networks and Aggregate Simulation for Online POMDP Planning.},
year = {2019},
booktitle = {NeurIPS},
author = {{Hao Cui} and {Roni Khardon}},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, December 8-14, 2019, Vancouver, BC, Canada.}
}
@inproceedings{conf/aistats/WeiSK21,
title = {Direct Loss Minimization for Sparse Gaussian Processes.},
year = {2021},
booktitle = {AISTATS},
author = {{Yadi Wei} and {Rishit Sheth} and {Roni Khardon}},
publisher = {PMLR},
booktitle = {The 24th International Conference on Artificial Intelligence and Statistics, AISTATS 2021, April 13-15, 2021, Virtual Event.}
}
@inproceedings{conf/pgm/WuK22,
title = {Approximate Inference for Stochastic Planning in Factored Spaces.},
year = {2022},
booktitle = {PGM},
author = {{Zhennan Wu} and {Roni Khardon}},
publisher = {PMLR},
booktitle = {International Conference on Probabilistic Graphical Models, PGM 2022, 5-7 October 2022, Almería, Spain.}
}
@inproceedings{conf/rss/0004KL22,
title = {AK: Attentive Kernel for Information Gathering.},
year = {2022},
booktitle = {Robotics: Science and Systems},
author = {{Weizhe Chen 004} and {Roni Khardon} and {Lantao Liu}},
booktitle = {Robotics: Science and Systems XVIII, New York City, NY, USA, June 27 - July 1, 2022.}
}
@article{journals/corr/abs-2211-08393,
title = {On the Performance of Direct Loss Minimization for Bayesian Neural Networks.},
year = {2022},
journal = {CoRR},
author = {{Yadi Wei} and {Roni Khardon}}
}
@inproceedings{conf/ijcai/ChatterjeeC0K23,
title = {DiSProD: Differentiable Symbolic Propagation of Distributions for Planning.},
year = {2023},
booktitle = {IJCAI},
author = {{Palash Chatterjee} and {Ashutosh Chapagain} and {Weizhe Chen 004} and {Roni Khardon}},
publisher = {ijcai.org},
booktitle = {Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, IJCAI 2023, 19th-25th August 2023, Macao, SAR, China}
}
@article{journals/corr/abs-2302-02420,
title = {Direct Uncertainty Quantification.},
year = {2023},
journal = {CoRR},
author = {{Yadi Wei} and {Roni Khardon}}
}
@article{journals/corr/abs-2306-01263,
title = {Adaptive Robotic Information Gathering via Non-Stationary Gaussian Processes.},
year = {2023},
journal = {CoRR},
author = {{Weizhe Chen 004} and {Roni Khardon} and {Lantao Liu}}
}
@article{journals/ml/YanNJKT24,
title = {Explainable models via compression of tree ensembles.},
year = {2024},
journal = {Mach. Learn.},
author = {{Siwen Yan} and {Sriraam Natarajan} and {Saket Joshi} and {Roni Khardon} and {Prasad Tadepalli}}
}