Mark Law About Me

I am a Research Associate in the Department of Computing at Imperial College London. I am a member of the SPIKE group. My main research interests are in the areas of Inductive Logic Programming and Answer Set Programming.








Research

My current research is in the area of Inductive Logic Programming; specifically my work addresses learning Answer Set Programs consisting of normal rules, choice rules, (hard) constraints, and weak constraints.



Selected Publications


[1 Mark Law, Alessandra Russo, and Krysia Broda. Inductive learning of answer set programs. In Logics in Artificial Intelligence - 14th European Conference, JELIA 2014, Funchal, Madeira, Portugal, September 24-26, 2014. Proceedings, pages 311-325, 2014. [  paper | pdf | proofs  ]

[2 Mark Law, Alessandra Russo, and Krysia Broda. Learning Weak Constraints in Answer Set Programming. In Theory and Practice of Logic Programming (TPLP), Proceedings of ICLP 15, 2015. [  pdf | proofs  ]

[3 Mark Law, Alessandra Russo, and Krysia Broda. Iterative Learning of Answer Set Programs from Context Dependent Examples. In Theory and Practice of Logic Programming (TPLP), Proceedings of ICLP 16, 2016. [  pdf  ]

[4 Mark Law, Alessandra Russo, and Krysia Broda. The complexity and generality of learning answer set programs. Artificial Intelligence, 2018. [  pdf  ]

[5 Mark Law, Alessandra Russo, and Krysia Broda. Inductive Learning of Answer Set Programs from Noisy Examples. To appear in Advances in Cognitive Systems, 2018. [  pdf  ]


Thesis


[1 Mark Law. Inductive learning of answer set programs. Imperial College London, 2018. [  pdf  ]


Conference Presentations


[1 Mark Law, Alessandra Russo, and Krysia Broda. Inductive learning of answer set programs. At Inductive Logic Programming - 24th International Conference, ILP 2014, Nancy, France, September 14-16, 2014. [  slides  ]

[2 Mark Law, Alessandra Russo, and Krysia Broda. Inductive learning of answer set programs. At JELIA 2014 - 14th European Conference on Logics in Artificial Intelligence, JELIA 2014, Madeira, Portugal, September 24-26, 2014. [  slides  ]

[3 Mark Law, Alessandra Russo, and Krysia Broda. Learning Weak Constraints in Answer Set Programming. At ICLP 2015 - 31st International Conference on Logic Programming, Cork, Ireland, August 31 - September 4th, 2015. [  slides  ]

[4 Mark Law, Alessandra Russo, and Krysia Broda. Iterative Learning of Answer Set Programs from Context Dependent Examples At ILP 2016 - 26th International Conference on Inductive Logic Programming, London, UK, September 4th - September 6th, 2016. [  slides  ]

[5 Mark Law, Alessandra Russo, and Krysia Broda. Iterative Learning of Answer Set Programs from Context Dependent Examples At ICLP 2016 - 32nd International Conference on Logic Programming, New York, USA, October 16 - October 21st, 2016. [  slides  ]





Professional Activities and Teaching