OPT2025

Optimization for Machine Learning

OPT2025

We welcome you to participate in the 17th International OPT Workshop on Optimization for Machine Learning, to be held as a part of the NeurIPS 2025 conference. This year we particularly encourage (but not limit) submissions with a focus on "Statistics Meets Optimization".

We are looking forward to an exciting OPT!

Accepted Papers

All accepted papers will be made publicly availble on this website after the camera-ready deadline (Nov 25).

OPTML Links

Past Speakers

Jason Altschuler ('24)
Misha Belkin ('24)
Ben Grimmer ('24)
Aryan Mokhtari ('24)
Yair Carmon ('23)
Dmitry Drusvyatskiy ('23)
Jason Lee ('23)
Ashwin Pananjady ('23)
Virginia Smith ('23)
Niao He ('22)
Zico Kolter ('22)
Katya Scheinberg ('22)
Aaron Sidford ('22)
Coralia Cartis ('21)
Damek Davis ('21)
Jelena Diakonikolas ('21)
Cristóbal Guzmán ('21)
Michael Mahoney ('21)
Martin Jaggi ('21)
Shai Shalev-Shwartz ('21)
Yinyu Ye ('21)
Volkan Cevher ('20)
Michael Friedlander ('20)
Donald Goldfarb ('20)
Andreas Krause ('20)
Deanna Needell ('20)
Suvrit Sra ('20)
Rachel Ward ('20)
Ashia Wilson ('20)
Tong Zhang ('20)
John Duchi ('19)
Swati Gupta ('19)
Mert Gürbüzbalaban ('19)
Yin-Tat Lee ('19)
Mengdi Wang ('19)
Francis Bach ('17)
Dimitri Bertsekas ('17)
Leon Bottou ('17)
Yurii Nesterov ('17)
Pablo Parrilo ('17)
Maryam Fazel ('16)
Sebastien Bubeck ('16)
Nicolas Boumal('16)
Ohad Shamir('16)
Elad Hazan ('15)
Guanghui Lan ('15)
Jorge Nocedal('15)
Jean Bernard Lasserre ('14)
Yoshua Bengio ('14)
Amir Beck ('14)
Peter Richtarik ('13)
John Wright ('13)
Adrian Lewis ('13)
Pablo Parrilo ('12)
Francis Bach ('12)
Stephen Boyd ('11)
Ben Recht ('11)
Yurii Nesterov ('10)
Mark Schmidt ('10)
Arkadi Nemirovski ('09)
Lieven Vandenberghe ('09)
Nati Srebro ('09)
Stephen Wright ('08)
Léon Bottou ('08)
Dimitri Bertsekas ('08)

OPT2025

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OPT2025

Accepted Papers

OPTML Links

Sponsors

Past Speakers