Regret in online combinatorial optimization, Mathematics of Operations Research, vol.39, pp.31-45, 2014. ,
Finite-time analysis of the multiarmed bandit problem, Machine Learning, vol.47, pp.235-256, 2002. ,
Learning with Submodular Functions: A Convex Optimization Perspective, 2011. ,
URL : https://hal.archives-ouvertes.fr/hal-00645271
Comments on bases in dependence structures, Bulletin of the Australian Mathematical Society, vol.1, issue.2, pp.161-167, 1969. ,
Combinatorial bandits, Journal of Computer and System Sciences, vol.78, pp.1404-1422, 2012. ,
Combinatorial Multi-Armed Bandit: General Framework and Applications, International Conference on Machine Learning, pp.151-159, 2013. ,
Combinatorial Multi-Armed Bandit and Its Extension to Probabilistically Triggered Arms, 2014. ,
Combinatorial bandits revisited, Advances in Neural Information Processing Systems, pp.2116-2124, 2015. ,
URL : https://hal.archives-ouvertes.fr/hal-01257796
Combinatorial semi-bandit with known covariance, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-01408534
Multi-Armed Bandit with Budget Constraint and Variable Costs, Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013. ,
Matroids and the Greedy Algorithm, Mathematical Programming, vol.1, issue.1, pp.127-136, 1971. ,
Transversals and matroid partition, Journal of Research of the National Bureau of Standards Section B Mathematics and Mathematical Physics, vol.69, issue.3, pp.147-153, 1965. ,
A tight combinatorial algorithm for submodular maximization subject to a matroid constraint, Proceedings -Annual IEEE Symposium on Foundations of Computer Science, FOCS, pp.659-668, 2012. ,
Submodular functions and optimization. Annals of discrete mathematics, 2005. ,
Combinatorial network optimization with unknown variables: Multi-armed bandits with linear rewards and individual observations, Transactions on Networking, vol.20, issue.5, pp.1466-1478, 2012. ,
Polymatroid Optimization, Submodularity, and Joint Replenishment Games, Operations Research, vol.60, issue.1, pp.128-137, 2012. ,
Scalable Generalized Linear Bandits: Online Computation and Hashing, 2017. ,
Hedging structured concepts, COLT, vol.118653, pp.93-105, 2010. ,
Submodular function maximization, Tractability, vol.9781107025, pp.71-104, 2011. ,
Matroid bandits: Fast combinatorial optimization with learning, Uncertainty in Artificial Intelligence, 2014. ,