@InProceedings{BGK22, title = {A {Non}-{Asymptotic} {Approach} to {Best}-{Arm} {Identification} for {Gaussian} {Bandits}}, author = {Barrier, Antoine and Garivier, Aur\'elien and Koc\'ak, Tom\'a\v{s}}, booktitle = {Proceedings of The 25th International Conference on Artificial Intelligence and Statistics}, publisher = {PMLR}, volume = {151}, year = {2022} } @InProceedings{BGS23, title = {On {Best}-{Arm} {Identification} with a {Fixed} {Budget} in {Non}-{Parametric} {Multi}-{Armed} {Bandits}}, author = {Barrier, Antoine and Garivier, Aur\'elien and Stoltz, Gilles}, booktitle = {Proceedings of The 34th International Conference on Algorithmic Learning Theory}, publisher = {PMLR}, volume = {201}, year = {2023} } @PhDThesis{Bar23, title = {Contributions \`a une th\'eorie de l'exploration pure en statistique s\'equentielle}, author = {Barrier, Antoine}, school = {\'Ecole Normale Sup\'erieure de Lyon}, collaborator = {Garivier, Aur\'elien and Stoltz, Gilles}, year = {2023} } @InProceedings{CDL24, title = {{C}ontrast-{F}ree {B}lood {V}olume, {M}icrovascular {P}roperties and {R}elaxometry {M}apping using b{SSFP} {MR} {F}ingerprinting}, author = {Coudert, Thomas and Delphin, Aur\'elien and Legris, Lo\"ic and Barrier, Antoine and Warnking, Jan M. and Chechin, David and Lamalle, Laurent and Mazurkewitz, Peter and Koken, Peter and Barbier, Emmanuel L. and Doneva, Mariya and Christen, Thomas}, booktitle = {2024 {ISMRM} \& {ISMRT} {A}nnual {M}eeting \& {E}xhibition}, year = {2024} } @InProceedings{BCD24, title={{MARVEL}: {MR} {F}ingerprinting with {A}dditional mic{R}o{V}ascular {E}stimates using bidirectional {LSTM}s}, author={Barrier, Antoine and Coudert, Thomas and Delphin, Aur\'elien and Lemasson, Benjamin and Christen, Thomas}, booktitle = {Proceedings of The 27the International Conference on Medical Image Computing and Computer Assisted Intervention}, publisher = {Springer Nature Switzerland}, volume = {LNCS 15002}, year={2024} } @Misc{DBS24, title = {{D}ynamic {L}earning {R}ate for {D}eep {R}einforcement {L}earning: a {B}andit {A}pproach}, author = {Don\^ancio, Henrique and Barrier, Antoine and South, Leah F. and Forbes, Florence}, year = {2024}, note = {arXiv 2410.12598} } @Article{CDB25, title = {{R}elaxometry and {C}ontrast-{F}ree {C}erebral {M}icrovascular {Q}uantification using {B}alanced {S}teady-{S}tate {F}ree {P}recession}, author = {Coudert, Thomas and Delphin, Aur\'elien and Barrier, Antoine and Legris, Lo\"ic and Warnking, Jan M. and Lamalle, Laurent and Doneva, Mariya and Lemasson, Benjamin and Barbier, Emmanuel L. and Christen, Thomas}, journal = {{M}agnetic {R}esonance for {Medicine}}, year = {2025} }