Publications
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An Inertial Newton Algorithm for Deep Learning
Journal of Machine Learning Research, 2021, 22 (134)

Castera Camille, Bolte Jérôme, Févotte Cédric, Pauwels Edouard

Spreading properties for SIR models on homogeneous trees
Bulletin of Mathematical Biology, 2021, 83 (11), pp.114. ⟨10.1007/s11538-021-00948-7⟩

Besse Christophe, Faye Grégory

A mathematical model for automatic differentiation in machine learning
Conference on Neural Information Processing Systems, Dec 2020, Vancouver, Canada

Bolte Jerome, Pauwels Edouard

Semialgebraic Optimization for Lipschitz Constants of ReLU Networks
Conference on Neural Information Processing Systems, Dec 2020, Vancouver, Canada

Chen Tong, Lasserre Jean-Bernard, Magron Victor, Pauwels Edouard

A New Product Construction for the Diagnosability of Patterns in Time Petri Net
59th Conference on Decision and Control (CDC) 2020, Dec 2020, Jeju Island (virtual conference), South Korea. ⟨10.1109/CDC42340.2020.9303826⟩

Lubat Éric, Dal Zilio Silvano, Le Botlan Didier, Pencolé Yannick, Subias Audine

Control issues and linear projection constraints on the control and on the controlled trajectory
North-Western European Journal of Mathematics, 2020

Ervedoza Sylvain

A Benchmark for Rough Sketch Cleanup
ACM Transactions on Graphics, 2020, 39 (6), pp.163.1 - 163.14. ⟨10.1145/3414685.3417784⟩

Yan Chuan, Vanderhaeghe David, Gingold Yotam

Valid attacks in argumentation frameworks with recursive attacks
Annals of Mathematics and Artificial Intelligence, 2020, 89 (1), pp.53-101. ⟨10.1007/s10472-020-09693-4⟩

Cayrol Claudette, Fandinno Jorge, Fariñas del Cerro Luis, Lagasquie-Schiex Marie-Christine

On the computation of Whittle's Index for Markovian restless bandits
Mathematical Methods of Operations Research, 2020, 93, pp.179-208. ⟨10.1007/s00186-020-00731-9⟩

Ayesta Urtzi, Gupta Manu K., Verloop Ina Maria Maaike

Efficient querying of multidimensional RDF data with aggregates: Comparing NoSQL, RDF and relational data stores
International Journal of Information Management, 2020, 54, pp.102089. ⟨10.1016/j.ijinfomgt.2020.102089⟩

Ravat Franck, Song Jiefu, Teste Olivier, Trojahn dos Santos Cassia