Minimax policies for combinatorial prediction games, Proceedings of the 24th Annual Conference on Learning Theory (COLT 2011), pp.107-132, 2011. ,
URL : https://hal.archives-ouvertes.fr/hal-00624463
Regret in Online Combinatorial Optimization, Mathematics of Operations Research, vol.39, issue.1, pp.31-45, 2014. ,
DOI : 10.1287/moor.2013.0598
URL : http://arxiv.org/pdf/1204.4710
Decomposition-invariant conditional gradient for general polytopes with line search, Advances in Neural Information Processing Systems 30, pp.2687-2697, 2017. ,
Mirror descent and nonlinear projected subgradient methods for convex optimization, Operations Research Letters, vol.31, issue.3, pp.167-175, 2003. ,
DOI : 10.1016/S0167-6377(02)00231-6
, , 2009.
, Prediction, Learning, and Games, 2006.
Combinatorial bandits, Journal of Computer and System Sciences, vol.78, issue.5, pp.1404-1422, 2012. ,
DOI : 10.1016/j.jcss.2012.01.001
Complexity Classification of Boolean Constraint Satisfaction Problems, SIAM Monographs on Discrete Mathematics and Applications, 2001. ,
DOI : 10.1137/1.9780898718546
Decomposable negation normal form, Journal of the ACM, vol.48, issue.4, pp.608-647, 2001. ,
DOI : 10.1145/502090.502091
A compiler for deterministic, decomposable negation normal form, Proceedings of the 18th National Conference on Artificial Intelligence, pp.627-634, 2002. ,
A Knowledge Compilation Map, Journal of Artificial Intelligence Research, vol.17, pp.229-264, 2002. ,
DOI : 10.1613/jair.989
The Complexity of Weighted Boolean #CSP, SIAM Journal on Computing, vol.38, issue.5, pp.1970-1986, 2009. ,
DOI : 10.1137/070690201
The sum-product theorem : A foundation for learning tractable models, Proceedings of the 33nd International Conference on Machine Learning, pp.1909-1918, 2016. ,
Linear-memory and decomposition-invariant linearly convergent conditional gradient algorithm for structured polytopes, Advances in Neural Information Processing Systems 29NIPS 2016), pp.1001-1009, 2016. ,
Approximation to Bayes risk in repeated play, Contributions to the Theory of Games, pp.97-139, 1957. ,
Introduction to online convex optimization . Foundations and Trends in Optimization, pp.157-325, 2016. ,
Learning Permutations with Exponential Weights, Journal of Machine Learning Research, vol.10, pp.1705-1736, 2009. ,
DOI : 10.1007/978-3-540-72927-3_34
Adaptive online prediction by following the perturbed leader, Journal of Machine Learning Research, vol.6, pp.639-660, 2005. ,
Efficient algorithms for online decision problems, Journal of Computer and System Sciences, vol.71, issue.3, pp.291-307, 2005. ,
DOI : 10.1016/j.jcss.2004.10.016
Hedging structured concepts, Proceedings of the 23rd Conference on Learning Theory, pp.93-105, 2010. ,
Efficient Bregman projections onto the simplex, 2015 54th IEEE Conference on Decision and Control (CDC), pp.3291-3298, 2015. ,
DOI : 10.1109/CDC.2015.7402714
On the global linear convergence of frank-wolfe optimization variants, Advances in Neural Information Processing Systems 28 (NIPS 2015), pp.496-504, 2015. ,
URL : https://hal.archives-ouvertes.fr/hal-01248675
An Improved Decision-DNNF Compiler, Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, pp.667-673, 2017. ,
DOI : 10.24963/ijcai.2017/93
A Faster Cutting Plane Method and its Implications for Combinatorial and Convex Optimization, 2015 IEEE 56th Annual Symposium on Foundations of Computer Science, pp.1049-1065, 2015. ,
DOI : 10.1109/FOCS.2015.68
URL : http://arxiv.org/pdf/1508.04874
General algebraic frameworks and algorithms for shortest-distance problems, 1998. ,
Problem Complexity and Method Efficiency in Optimization, J. Wiley and Sons, 1983. ,
Importance weighting without importance weights : An efficient algorithm for combinatorial semi-bandits, Journal of Machine Learning Research, vol.17154, pp.1-154, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-01380278
Sum-product networks: A new deep architecture, 2011 IEEE International Conference on Computer Vision Workshops (ICCV Workshops), pp.337-346, 2011. ,
DOI : 10.1109/ICCVW.2011.6130310
URL : http://turing.cs.washington.edu/papers/uai11-poon.pdf
Online dynamic programming, Advances in Neural Information Processing Systems 30, pp.2824-2834, 2017. ,
Online decision-making in general combinatorial spaces, Advances in Neural Information Processing Systems 27, pp.3482-3490, 2014. ,
A Stochastic Approximation Method, Proceedings of the 21st International Conference on Artificial Intelligence and Statistics, pp.400-407, 1951. ,
DOI : 10.1214/aoms/1177729586
Online Prediction under Submodular Constraints, Proceedings of the 23rd International Conference on Algorithmic Learning Theory, pp.260-274, 2012. ,
DOI : 10.1007/978-3-642-34106-9_22
Efficient Algorithms for Combinatorial Online Prediction, Proceedings of the-24th International Conference on Algorithmic Learning Theory, pp.22-32, 2013. ,
DOI : 10.1007/978-3-642-40935-6_3
Path Kernels and Multiplicative Updates, Journal of Machine Learning Research, vol.4, pp.773-818, 2003. ,
DOI : 10.1007/3-540-45435-7_6
URL : http://www.cse.ucsc.edu/~manfred/pubs/J55.pdf