Estimation of Simultaneously Sparse and Low Rank Matrices. - Pierre-André Savalle; Emile Richard; Nicolas Vayatis (ICML, 2012)

Untangling Local and Global Deformations in Deep Convolutional Networks for Image Classification and Sliding Window Detection. - George Papandreou; Iasonas Kokkinos; Pierre-André Savalle (CoRR, 2014)

Detection of Correlations With Adaptive Sensing. - Rui M. Castro; Gábor Lugosi; Pierre-André Savalle (IEEE Trans. Inf. Theory, 2014)

Modeling local and global deformations in Deep Learning: Epitomic convolution, Multiple Instance Learning, and sliding window detection. - George Papandreou; Iasonas Kokkinos; Pierre-André Savalle (CVPR, 2015)

Bandit problems with fidelity rewards. - Gábor Lugosi; Ciara Pike-Burke; Pierre-André Savalle (J. Mach. Learn. Res., 2023)