Statistical Machine Learning

Hierarchical Optimistic Region Selection driven by Curiosity, O.-A. Maillard. In Proceedings of the 25th conference on advances in Neural Information Processing Systems, NIPS ’12, 2012.

Online allocation and homogeneous partitioning for piecewise constant mean-approximation, A. Carpentier and O.-A. Maillard, in P. Bartlett, F.C.N. Pereira, C.J.C. Burges, L. Bottou, and K.Q. Weinberger, editors, Proceedings of the conference on advances in Neural Information Processing Systems 25 (NIPS), pages 1970–1978, 2012. Publisher website HaL

Compressed least-squares regression, O.-A. Maillard and R. Munos, in Y. Bengio, D. Schuurmans, J. Lafferty, C. K. I. Williams, and A. Culotta, editors, Proceedings of the 22nd conference on advances in Neural Information Processing Systems (NIPS), pages 1213–1221, 2009. Publisher website HaL

Complexity versus Agreement for Many Views, O.-A. Maillard and N. Vayatis in Proceedings of the International Conference on Algorithmic Learning Theory (ALT), 2009. Publisher website HaL

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