Principles and practice of explainable machine learning V Belle, I Papantonis Frontiers in big Data 4, 688969, 2021 | 482 | 2021 |
Planning over multi-agent epistemic states: A classical planning approach C Muise, V Belle, P Felli, S McIlraith, T Miller, A Pearce, L Sonenberg Proceedings of the AAAI conference on artificial intelligence 29 (1), 2015 | 136 | 2015 |
Probabilistic inference in hybrid domains by weighted model integration V Belle, A Passerini, G Van den Broeck Proceedings of 24th International Joint Conference on Artificial …, 2015 | 127 | 2015 |
Computing contingent plans via fully observable non-deterministic planning C Muise, V Belle, S McIlraith Proceedings of the AAAI Conference on Artificial Intelligence 28 (1), 2014 | 87 | 2014 |
Hashing-Based Approximate Probabilistic Inference in Hybrid Domains. V Belle, G Van den Broeck, A Passerini UAI, 141-150, 2015 | 66 | 2015 |
Multiplexnet: Towards fully satisfied logical constraints in neural networks N Hoernle, RM Karampatsis, V Belle, K Gal Proceedings of the AAAI conference on artificial intelligence 36 (5), 5700-5709, 2022 | 51 | 2022 |
Logic meets Probability: Towards Explainable AI Systems for Uncertain Worlds. V Belle IJCAI, 5116-5120, 2017 | 46 | 2017 |
Symbolic logic meets machine learning: A brief survey in infinite domains V Belle International conference on scalable uncertainty management, 3-16, 2020 | 37 | 2020 |
Non-deterministic planning with conditional effects C Muise, S McIlraith, V Belle Proceedings of the International Conference on Automated Planning and …, 2014 | 37 | 2014 |
Allegro: Belief-based programming in stochastic dynamical domains V Belle, HJ Levesque Proceedings of the Twenty-Fourth International Joint Conference on …, 2015 | 34 | 2015 |
Reasoning about continuous uncertainty in the situation calculus V Belle, H Levesque Twenty-Third International Joint Conference on Artificial Intelligence, 2013 | 33* | 2013 |
Efficient symbolic integration for probabilistic inference S Kolb, M Mladenov, S Sanner, V Belle, K Kersting 27th International Joint Conference on Artificial Intelligence: IJCAI 2018 …, 2018 | 32 | 2018 |
Foundations for generalized planning in unbounded stochastic domains V Belle, HJ Levesque Fifteenth International Conference on the Principles of Knowledge …, 2016 | 32 | 2016 |
Component caching in hybrid domains with piecewise polynomial densities V Belle, G Van den Broeck, A Passerini Proceedings of the AAAI Conference on Artificial Intelligence 30 (1), 2016 | 30 | 2016 |
Reasoning about discrete and continuous noisy sensors and effectors in dynamical systems V Belle, HJ Levesque Artificial Intelligence 262, 189-221, 2018 | 26 | 2018 |
Solving probability problems in natural language A Dries, A Kimmig, J Davis, V Belle, L De Raedt 26th International Joint Conference on Artificial Intelligence, 3981-3987, 2017 | 26 | 2017 |
Open-universe weighted model counting V Belle Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017 | 26 | 2017 |
Reasoning about probabilities in unbounded first-order dynamical domains V Belle, G Lakemeyer 26th International Joint Conference on Artificial Intelligence, 828-836, 2017 | 25 | 2017 |
Planning in discrete and continuous markov decision processes by probabilistic programming D Nitti, V Belle, L De Raedt Machine Learning and Knowledge Discovery in Databases: European Conference …, 2015 | 25 | 2015 |
Randomized trees for real-time one-step face detection and recognition V Belle, T Deselaers, S Schiffer 2008 19th International Conference on Pattern Recognition, 1-4, 2008 | 25 | 2008 |