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
Luc De Raedtprofessor, KU Leuven & guestprofessor, Örebro UniversityVerified email at cs.kuleuven.be
Guy Van den BroeckProfessor and Samueli Fellow, UCLAVerified email at cs.ucla.edu
Andrea PasseriniAssociate Professor, University of TrentoVerified email at disi.unitn.it
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
Paulius DilkasPostdoctoral Fellow, University of TorontoVerified email at utoronto.ca
Stefanie SpeichertUniversity of EdinburghVerified email at ed.ac.uk
Martin MladenovGoogle ResearchVerified email at google.com
Kristian KerstingProfessor of AI & ML, Technical University of Darmstadt, Hessian.ai/DFKI, CAIRNE/ELLIS, AAAI FellowVerified 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	663	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	144	2015
Probabilistic inference in hybrid domains by weighted model integration V Belle, A Passerini, G Van den Broeck Proceedings of the Twenty-Fourth International Joint Conference on …, 2015	132	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
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	69	2022
Hashing-based approximate probabilistic inference in hybrid domains V Belle, G Van den Broeck, A Passerini Proceedings of the 31st Conference on Uncertainty in Artificial Intelligence …, 2015	68	2015
Logic meets Probability: Towards Explainable AI Systems for Uncertain Worlds. V Belle IJCAI, 5116-5120, 2017	52	2017
Symbolic logic meets machine learning: A brief survey in infinite domains V Belle International conference on scalable uncertainty management, 3-16, 2020	47	2020
Non-deterministic planning with conditional effects C Muise, S McIlraith, V Belle Proceedings of the International Conference on Automated Planning and …, 2014	38	2014
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	37	2018
Allegro: Belief-based programming in stochastic dynamical domains V Belle, H Levesque International Joint Conference on Artificial Intelligence (IJCAI) 2015, 2762 …, 2015	37	2015
Foundations for Generalized Planning in Unbounded Stochastic Domains. V Belle, HJ Levesque KR, 380-389, 2016	36	2016
Reasoning about Continuous Uncertainty in the Situation Calculus. V Belle, HJ Levesque IJCAI, 732-738, 2013	36*	2013
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	32	2016
Efficient multi-agent epistemic planning: Teaching planners about nested belief C Muise, V Belle, P Felli, S McIlraith, T Miller, AR Pearce, L Sonenberg Artificial Intelligence 302, 103605, 2022	29	2022
Solving probability problems in natural language A Dries, A Kimmig, J Davis, V Belle, L De Raedt Proceedings Twenty-Sixth International Joint Conference on Artificial …, 2017	29	2017
Reasoning about discrete and continuous noisy sensors and effectors in dynamical systems V Belle, HJ Levesque Artificial Intelligence 262, 189-221, 2018	28	2018
Reasoning about probabilities in unbounded first-order dynamical domains V Belle, G Lakemeyer 26th International Joint Conference on Artificial Intelligence, 828-836, 2017	27	2017
Open-universe weighted model counting V Belle Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017	26	2017
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	26	2008

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