Vaishak Belle

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Gerhard LakemeyerProfessor of Computer Science, RWTH Aachen UniversityVerified email at cs.rwth-aachen.de
Christian MuiseQueen's UniversityVerified email at queensu.ca
Sheila McIlraithProfessor of Computer Science, University of TorontoVerified email at cs.toronto.edu
Guy Van den BroeckProfessor and Samueli Fellow, UCLAVerified email at cs.ucla.edu
Andrea PasseriniAssociate Professor, University of TrentoVerified email at disi.unitn.it
Luc De Raedtprofessor, KU Leuven & guestprofessor, Örebro UniversityVerified email at cs.kuleuven.be
Adrian R. PearceProfessor, School of Computing and Information Systems, The University of MelbourneVerified email at unimelb.edu.au
Paolo FelliUniversity of BolognaVerified email at unibo.it
Liz SonenbergComputing and Information Systems, The University of MelbourneVerified email at unimelb.edu.au
Tim MillerSchool of Electrical Engineering and Computer Science, The University of QueenslandVerified email at uq.edu.au
Dave Murray-RustTU DelftVerified email at tudelft.nl
Ruth AylettComputer Science, Heriot-Watt UniversityVerified email at hw.ac.uk
Frank BrozDelft University of TechnologyVerified email at tudelft.nl
Brendan JubaAssociate Professor, Washington University in St. LouisVerified email at wustl.edu
Stefanie SpeichertUniversity of EdinburghVerified email at ed.ac.uk
Paulius DilkasPostdoctoral Fellow, University of TorontoVerified email at utoronto.ca
Martin MladenovGoogle ResearchVerified email at google.com
Kristian KerstingProfessor of AI & ML, TU Darmstadt, Co-Director hessian.ai, DFKI, Germany, CLAIRE & ELLISVerified email at cs.tu-darmstadt.de
Lewis HammondUniversity of OxfordVerified email at cs.ox.ac.uk
Tinne De LaetKU LeuvenVerified email at kuleuven.be

Vaishak Belle

University of Edinburgh

Verified email at ed.ac.uk - Homepage

Artificial Intelligence Machine Learning Knowledge Representation Logic


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Principles and practice of explainable machine learning V Belle, I Papantonis Frontiers in big Data 4, 688969, 2021	546	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	138	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	129	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	88	2014
Hashing-Based Approximate Probabilistic Inference in Hybrid Domains. V Belle, G Van den Broeck, A Passerini UAI, 141-150, 2015	67	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	54	2022
Logic meets Probability: Towards Explainable AI Systems for Uncertain Worlds. V Belle IJCAI, 5116-5120, 2017	47	2017
Symbolic logic meets machine learning: A brief survey in infinite domains V Belle International conference on scalable uncertainty management, 3-16, 2020	38	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, H Levesque International Joint Conference on Artificial Intelligence (IJCAI) 2015, 2762 …, 2015	34	2015
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	33	2018
Reasoning about continuous uncertainty in the situation calculus V Belle, H Levesque Twenty-Third International Joint Conference on Artificial Intelligence, 2013	33*	2013
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	31	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

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