Optimal Strategies and Minimax Lower Bounds for Online Convex Games, 2008. ,
Bandits with Concave Rewards and Convex Knapsacks, Proceedings of the Fifteenth ACM Conference on Economics and Computation, 2014. ,
Bandits with Knapsacks, IEEE 54th Annual Symposium on Foundations of Computer Science, 2013. ,
Online Convex Optimization and No-Regret Learning: Algorithms, Guarantees and Applications, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-01891562
Non-Stationary Stochastic Optimization, Operations Research, vol.63, issue.5, pp.1227-1244, 2015. ,
Online Convex Optimization with Time-Varying Constraints and Bandit Feedback, IEEE Transactions on Automatic Control, 2018. ,
Projection-Free Online Optimization with Stochastic Gradient: From Convexity to Submodularity, ICML, 2018. ,
An Online Convex Optimization Approach to Proactive Network Resource Allocation, IEEE Transactions on Signal Processing, vol.65, issue.24, pp.6350-6364, 2017. ,
Resource Allocation and Cross-Layer Control in Wireless Networks, Foundations and Trends R in Networking, 2006. ,
Adaptive Algorithms for Online Convex Optimization with Long-Term Constraints. ICML, pp.402-411, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-01247933
Trading Regret for Efficiency: Online Convex Optimization with Long Term Constraints, Journal of Machine Learning Research, 2012. ,
Online Learning with Sample Path Constraints, Journal of Machine Learning Research, 2009. ,
Stochastic Network Optimization with Application to Communication and Queueing Systems. Synthesis Lectures on Communication Networks, 2010. ,
Universal Scheduling for Networks with Arbitrary Traffic, Channels, and Mobility, IEEE Decision and Control (CDC), pp.1822-1829, 2010. ,
, Online Convex Optimization with Time-Varying Constraints, 2017.
Online Learning and Online Convex Optimization. Foundations and Trends R in Machine Learning, 2012. ,
Safety-Aware Algorithms for Adversarial Contextual Bandit, ICML, pp.3280-3288, 2017. ,
, Click Fraud Poses a Threat to the Boom in Internet Advertising, 2005.
Online Convex Optimization with Stochastic Constraints, NeurIPS, 2017. ,
Online Convex Optimization for Cumulative Constraints, NeurIPS, 2018. ,
Online Convex Programming and Generalized Infinitesimal Gradient Ascent. ICML, 2003. ,