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Goran Radanović
Goran Radanović
Research Group Leader, Max Planck Institute for Software Systems
Dirección de correo verificada de mpi-sws.org - Página principal
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How do fairness definitions fare? Examining public attitudes towards algorithmic definitions of fairness
NA Saxena, K Huang, E DeFilippis, G Radanovic, DC Parkes, Y Liu
Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society, 99-106, 2019
2032019
A robust bayesian truth serum for non-binary signals
G Radanovic, B Faltings
Proceedings of the AAAI Conference on Artificial Intelligence 27 (1), 833-839, 2013
1452013
Policy teaching via environment poisoning: Training-time adversarial attacks against reinforcement learning
A Rakhsha, G Radanovic, R Devidze, X Zhu, A Singla
International Conference on Machine Learning, 7974-7984, 2020
1262020
Calibrated fairness in bandits
Y Liu, G Radanovic, C Dimitrakakis, D Mandal, DC Parkes
arXiv preprint arXiv:1707.01875, 2017
1182017
Incentives for effort in crowdsourcing using the peer truth serum
G Radanovic, B Faltings, R Jurca
ACM Transactions on Intelligent Systems and Technology (TIST) 7 (4), 1-28, 2016
1142016
Incentives for truthful information elicitation of continuous signals
G Radanovic, B Faltings
Proceedings of the AAAI Conference on Artificial Intelligence 28 (1), 2014
812014
Incentive schemes for participatory sensing
G Radanovic, B Faltings
Proceedings of the 14th international conference on autonomous agents and …, 2015
622015
Game theory for data science: Eliciting truthful information
B Faltings, G Radanovic
Springer Nature, 2022
572022
How do fairness definitions fare? Testing public attitudes towards three algorithmic definitions of fairness in loan allocations
NA Saxena, K Huang, E DeFilippis, G Radanovic, DC Parkes, Y Liu
Artificial Intelligence 283, 103238, 2020
552020
Reinforcement learning for education: Opportunities and challenges
A Singla, AN Rafferty, G Radanovic, NT Heffernan
arXiv preprint arXiv:2107.08828, 2021
422021
Diversity in news recommendations
A Bernstein, C De Vreese, N Helberger, W Schulz, K Zweig, C Baden, ...
arXiv preprint arXiv:2005.09495, 2020
412020
Bayesian fairness
C Dimitrakakis, Y Liu, DC Parkes, G Radanovic
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 509-516, 2019
402019
Learning to collaborate in markov decision processes
G Radanovic, R Devidze, D Parkes, A Singla
International Conference on Machine Learning, 5261-5270, 2019
382019
Explicable reward design for reinforcement learning agents
R Devidze, G Radanovic, P Kamalaruban, A Singla
Advances in Neural Information Processing Systems 34, 20118-20131, 2021
362021
Incentives for subjective evaluations with private beliefs
G Radanovic, B Faltings
Proceedings of the AAAI Conference on Artificial Intelligence 29 (1), 2015
332015
Multi-view decision processes: the helper-ai problem
C Dimitrakakis, DC Parkes, G Radanovic, P Tylkin
Advances in neural information processing systems 30, 2017
312017
Bayesian persuasion in sequential decision-making
J Gan, R Majumdar, G Radanovic, A Singla
Proceedings of the AAAI Conference on Artificial Intelligence 36 (5), 5025-5033, 2022
282022
Defense against reward poisoning attacks in reinforcement learning
K Banihashem, A Singla, G Radanovic
arXiv preprint arXiv:2102.05776, 2021
272021
Policy teaching in reinforcement learning via environment poisoning attacks
A Rakhsha, G Radanovic, R Devidze, X Zhu, A Singla
Journal of Machine Learning Research 22 (210), 1-45, 2021
262021
Learning robust helpful behaviors in two-player cooperative Atari environments
P Tylkin, G Radanovic, DC Parkes
Proceedings of the 20th International Conference on Autonomous Agents and …, 2021
132021
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Artículos 1–20