| 2025 | COLT | Learning DNF through Generalized Fourier Representations. | Mohsen Heidari, Roni Khardon |
| 2023 | IJCAI | DiSProD: Differentiable Symbolic Propagation of Distributions for Planning. | Palash Chatterjee, Ashutosh Chapagain, Weizhe Chen, Roni Khardon |
| 2021 | AISTATS | Direct Loss Minimization for Sparse Gaussian Processes. | Yadi Wei, Rishit Sheth, Roni Khardon |
| 2018 | AAAI | Lifted Stochastic Planning, Belief Propagation and Marginal MAP. | Hao Cui, Roni Khardon |
| 2017 | AAAI | Hindsight Optimization for Hybrid State and Action MDPs. | Aswin Raghavan, Scott Sanner, Roni Khardon, Prasad Tadepalli, Alan Fern |
| 2016 | AISTATS | A Fixed-Point Operator for Inference in Variational Bayesian Latent Gaussian Models. | Rishit Sheth, Roni Khardon |
| 2016 | IJCAI | Online Symbolic Gradient-Based Optimization for Factored Action MDPs. | Hao Cui, Roni Khardon |
| 2015 | AAAI | Factored MCTS for Large Scale Stochastic Planning. | Hao Cui, Roni Khardon, Alan Fern, Prasad Tadepalli |
| 2015 | ICML | Sparse Variational Inference for Generalized GP Models. | Rishit Sheth, Yuyang Wang, Roni Khardon |
| 2015 | UAI | Memory-Effcient Symbolic Online Planning for Factored MDPs. | Aswin Raghavan, Roni Khardon, Prasad Tadepalli, Alan Fern |
| 2014 | AAAI | The Complexity of Reasoning with FODD and GFODD. | Benjamin J. Hescott, Roni Khardon |
| 2013 | AAAI | Relational Markov Decision Processes: Promise and Prospects. | Saket Joshi, Roni Khardon, Prasad Tadepalli, Alan Fern, Aswin Raghavan |
| 2012 | AAAI | Planning in Factored Action Spaces with Symbolic Dynamic Programming. | Aswin Raghavan, Saket Joshi, Alan Fern, Prasad Tadepalli, Roni Khardon |
| 2012 | ICRA | Abstract planning for reactive robots. | Saket Joshi, Paul W. Schermerhorn, Roni Khardon, Matthias Scheutz |
| 2012 | IGARSS | A discriminative-generative approach to the characterization of subsurface contaminant source zones. | Bilal Ahmed, Itza Mendoza-Sanchez, Roni Khardon, Linda M. Abriola, Eric L. Miller |
| 2010 | AAAI | Stochastic Planning and Lifted Inference. | Roni Khardon |
| 2010 | AAAI | Relational Partially Observable MDPs. | Chenggang Wang, Roni Khardon |
| 2010 | KDD | Redefining class definitions using constraint-based clustering: an application to remote sensing of the earth's surface. | Dan Preston, Carla E. Brodley, Roni Khardon, Damien Sulla-Menashe, Mark A. Friedl |
| 2009 | IJCAI | Generalized First Order Decision Diagrams for First Order Markov Decision Processes. | Saket Joshi, Kristian Kersting, Roni Khardon |
| 2007 | ICML | Learning from interpretations: a rooted kernel for ordered hypergraphs. | Gabriel Wachman, Roni Khardon |
| 2007 | IJCAI | On Mining Closed Sets in Multi-Relational Data. | Gemma C. Garriga, Roni Khardon, Luc De Raedt |
| 2007 | IJCAI | First Order Decision Diagrams for Relational MDPs. | Chenggang Wang, Saket Joshi, Roni Khardon |
| 2007 | UAI | Policy Iteration for Relational MDPs. | Chenggang Wang, Roni Khardon |
| 2004 | ALT | The Subsumption Lattice and Query Learning. | Marta Arias, Roni Khardon |
| 2004 | ILP | Bottom-Up ILP Using Large Refinement Steps. | Marta Arias, Roni Khardon |
| 2003 | COLT | Polynomial Certificates for Propositional Classes. | Marta Arias, Roni Khardon, Rocco A. Servedio |
| 2003 | COLT | Maximum Margin Algorithms with Boolean Kernels. | Roni Khardon, Rocco A. Servedio |
| 2003 | ILP | Complexity Parameters for First-Order Classes. | Marta Arias, Roni Khardon |
| 2001 | ALT | Editors' Introduction. | Naoki Abe, Roni Khardon, Thomas Zeugmann |
| 2000 | ICML | Learning Horn Expressions with LogAn-H. | Roni Khardon |
| 2000 | ILP | A New Algorithm for Learning Range Restricted Horn Expressions. | Marta Arias, Roni Khardon |
| 1999 | IJCAI | Relational Learning for NLP using Linear Threshold Elements. | Roni Khardon, Dan Roth, Leslie G. Valiant |
| 1998 | COLT | Learning First Order Universal Horn Expressions. | Roni Khardon |
| 1997 | PODS | Data mining, Hypergraph Transversals, and Machine Learning. | Dimitrios Gunopulos, Roni Khardon, Heikki Mannila, Hannu Toivonen |
| 1996 | AAAI | Learning to Take Actions. | Roni Khardon |
| 1995 | COLT | Learning to Reason with a Restricted View. | Roni Khardon, Dan Roth |
| 1995 | IJCAI | Default-Reasoning with Models. | Roni Khardon, Dan Roth |
| 1994 | AAAI | Learning to Reason. | Roni Khardon, Dan Roth |
| 1994 | AAAI | Reasoning with Models. | Roni Khardon, Dan Roth |
| 1994 | COLT | On Learning Read- | Avrim Blum, Roni Khardon, Eyal Kushilevitz, Leonard Pitt, Dan Roth |