I study machine learning and artificial intelligence. Developing a principled understanding of explore-exploit tradeoffs is the next key step on the path to creating machine intelligence. The brain evolved to process information efficiently: therefore, so should our algorithms.
· Carnegie Mellon University
· University of Cambridge
Qian Xie, Raul Astudillo, Peter Frazier, Ziv Scully, and Alexander Terenin
NeurIPS 2024
Peter Mostowsky, Vincent Dutordoir, Iskander Azangulov, Noémie Jaquier, Michael John Hutchinson, Aditya Ravuri, Leonel Rozo, Alexander Terenin, and Viacheslav Borovitskiy
Preprint
Jihao Andreas Lin,* Shreyas Padhy,* Javier Antorán,* Austin Tripp, Alexander Terenin, Csaba Szepesvári, José Miguel Hernández-Lobato, and David Janz
ICLR 2024
Lucas Cosier,* Rares Iordan,* Sicelukwanda Zwane, Giovanni Franzese, James T. Wilson, Marc Peter Deisenroth, Alexander Terenin, and Yasemin Bekiroglu
AISTATS 2024
Theodore Brown, Stephen Marsden, Vignesh Gopakumar, Alexander Terenin, Hong Ge, and Francis Casson
IEEE Transactions on Plasma Science
Jihao Andreas Lin,* Javier Antorán,* Shreyas Padhy,* David Janz, José Miguel Hernández-Lobato, and Alexander Terenin
NeurIPS 2023
Paul Rosa, Viacheslav Borovitskiy, Alexander Terenin, and Judith Rousseau
NeurIPS 2023
Andreas Östling, Holli Sargeant, Huiyuan Xie, Ludwig Bull, Alexander Terenin, Leif Jonsson, Måns Magnusson, and Felix Steffek
NeurIPS Dataset Track 2023
Alexander Terenin, David R. Burt, Artem Artemev, Seth Flaxman, Mark van der Wilk, Carl Edward Rasmussen, and Hong Ge
JMLR 2023
Alexander Terenin
PhD Thesis
Qian Xie, Raul Astudillo, Peter Frazier, Ziv Scully, and Alexander Terenin
NeurIPS 2024
Theodore Brown, Stephen Marsden, Vignesh Gopakumar, Alexander Terenin, Hong Ge, and Francis Casson
IEEE Transactions on Plasma Science
Noémie Jaquier, Viacheslav Borovitskiy, Andrei Smolensky, Alexander Terenin, Tamim Asfour, and Leonel Rozo
CoRL 2021
James T. Wilson,* Viacheslav Borovitskiy,* Alexander Terenin,* Peter Mostowsky,* and Marc Peter Deisenroth
JMLR 2021
Jihao Andreas Lin,* Shreyas Padhy,* Javier Antorán,* Austin Tripp, Alexander Terenin, Csaba Szepesvári, José Miguel Hernández-Lobato, and David Janz
ICLR 2024
Jihao Andreas Lin,* Javier Antorán,* Shreyas Padhy,* David Janz, José Miguel Hernández-Lobato, and Alexander Terenin
NeurIPS 2023
Alexander Terenin, David R. Burt, Artem Artemev, Seth Flaxman, Mark van der Wilk, Carl Edward Rasmussen, and Hong Ge
JMLR 2023
James T. Wilson,* Viacheslav Borovitskiy,* Alexander Terenin,* Peter Mostowsky,* and Marc Peter Deisenroth
JMLR 2021
Peter Mostowsky, Vincent Dutordoir, Iskander Azangulov, Noémie Jaquier, Michael John Hutchinson, Aditya Ravuri, Leonel Rozo, Alexander Terenin, and Viacheslav Borovitskiy
Preprint
Paul Rosa, Viacheslav Borovitskiy, Alexander Terenin, and Judith Rousseau
NeurIPS 2023
Alexander Terenin
PhD Thesis
Noémie Jaquier, Viacheslav Borovitskiy, Andrei Smolensky, Alexander Terenin, Tamim Asfour, and Leonel Rozo
CoRL 2021
Viacheslav Borovitskiy,* Alexander Terenin,* Peter Mostowsky,* and Marc Peter Deisenroth
NeurIPS 2020
Steindór Sæmundsson, Alexander Terenin, Katja Hofmann, and Marc Peter Deisenroth
AISTATS 2020
Lucas Cosier,* Rares Iordan,* Sicelukwanda Zwane, Giovanni Franzese, James T. Wilson, Marc Peter Deisenroth, Alexander Terenin, and Yasemin Bekiroglu
AISTATS 2024
Theodore Brown, Stephen Marsden, Vignesh Gopakumar, Alexander Terenin, Hong Ge, and Francis Casson
IEEE Transactions on Plasma Science
Andreas Östling, Holli Sargeant, Huiyuan Xie, Ludwig Bull, Alexander Terenin, Leif Jonsson, Måns Magnusson, and Felix Steffek
NeurIPS Dataset Track 2023
Noémie Jaquier, Viacheslav Borovitskiy, Andrei Smolensky, Alexander Terenin, Tamim Asfour, and Leonel Rozo
CoRL 2021