Efficient crowdsourcing of unknown experts using bounded multi-armed bandits L Tran-Thanh, S Stein, A Rogers, NR Jennings Artificial Intelligence 214, 89-111, 2014 | 261 | 2014 |
Knapsack based optimal policies for budget–limited multi–armed bandits L Tran-Thanh, A Chapman, A Rogers, N Jennings Proceedings of the AAAI Conference on Artificial Intelligence 26 (1), 1134-1140, 2012 | 233 | 2012 |
Efficient Thompson Sampling for Online Matrix-Factorization Recommendation J Kawale, HH Bui, B Kveton, L Tran-Thanh, S Chawla Advances in neural information processing systems 28, 2015 | 216 | 2015 |
Epsilon–first policies for budget–limited multi-armed bandits L Tran-Thanh, A Chapman, EM De Cote, A Rogers, NR Jennings Proceedings of the AAAI Conference on Artificial Intelligence 24 (1), 1211-1216, 2010 | 176 | 2010 |
Deceiving cyber adversaries: A game theoretic approach A Schlenker, O Thakoor, H Xu, F Fang, M Tambe, L Tran-Thanh, ... AAMAS'18: Proceedings of the 17th International Conference on Autonomous …, 2018 | 127 | 2018 |
Efficient budget allocation with accuracy guarantees for crowdsourcing classification tasks L Tran-Thanh, M Venanzi, A Rogers, NR Jennings | 120 | 2013 |
Bounding the estimation error of sampling-based Shapley value approximation S Maleki, L Tran-Thanh, G Hines, T Rahwan, A Rogers arXiv preprint arXiv:1306.4265, 2013 | 112 | 2013 |
Forecasting multi-appliance usage for smart home energy management NC Truong, J McInerney, L Tran-Thanh, E Costanza, SD Ramchurn | 79 | 2013 |
BudgetFix: Budget limited crowdsourcing for interdependent task allocation with quality guarantees L Tran-Thanh, TD Huynh, A Rosenfield, S Ramchurn, NR Jennings 13th International Conference on Autonomous Agents and Multi-Agent Systems, 2014 | 69 | 2014 |
Cost-effective external interference for promoting the evolution of cooperation TA Han, L Tran-Thanh Scientific reports 8 (1), 15997, 2018 | 48* | 2018 |
Crowdsourcing complex workflows under budget constraints L Tran-Thanh, TD Huynh, A Rosenfeld, S Ramchurn, N Jennings Proceedings of the AAAI Conference on Artificial Intelligence 29 (1), 2015 | 47 | 2015 |
A machine learning approach for monitoring ship safety in extreme weather events A Rawson, M Brito, Z Sabeur, L Tran-Thanh Safety science 141, 105336, 2021 | 45 | 2021 |
Playing repeated security games with no prior knowledge H Xu, L Tran-Thanh, N Jennings AAMAS'16: Proceedings of the 2016 International Conference on Autonomous …, 2016 | 42 | 2016 |
Class similarity weighted knowledge distillation for continual semantic segmentation MH Phan, SL Phung, L Tran-Thanh, A Bouzerdoum Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 39 | 2022 |
Efficient regret bounds for online bid optimisation in budget-limited sponsored search auctions L Tran-Thanh, L Stavrogiannis, V Naroditskiy, V Robu, NR Jennings, ... uai2014, 30th Conf. on Uncertainty in AI, 2014 | 38 | 2014 |
Imitative follower deception in stackelberg games J Gan, H Xu, Q Guo, L Tran-Thanh, Z Rabinovich, M Wooldridge Proceedings of the 2019 ACM Conference on Economics and Computation, 639-657, 2019 | 34 | 2019 |
DCOPs and bandits: Exploration and exploitation in decentralised coordination R Stranders, L Tran-Thanh, FM Delle Fave, A Rogers, N Jennings | 34 | 2012 |
Referral incentives in crowdfunding V Naroditskiy, S Stein, M Tonin, L Tran-Thanh, M Vlassopoulos, ... Proceedings of the AAAI Conference on Human Computation and Crowdsourcing 2 …, 2014 | 31 | 2014 |
Bounding the estimation error of sampling-based shapley value approximation with/without stratifying S Maleki, L Tran-Thanh, G Hines, T Rahwan, A Rogers CoRR, abs/1306.4265 2 (1), 2013 | 31 | 2013 |
Coalitional security games Q Guo, B An, Y Vorobeychik, L Tran-Thanh, J Gan, C Miao Proceedings of the 2016 International Conference on Autonomous Agents …, 2016 | 30 | 2016 |