Taner Topal

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 5

Top Topics

Inductive Inference

Online Learning

Learning Problems

Knowledge Acquisition

Top Venues

J. Mach. Learn. Res.

Publications

Xinchi Qiu, Titouan Parcollet, Javier Fernández-Marqués, Pedro P. B. de Gusmao, Yan Gao, Daniel J. Beutel, Taner Topal, Akhil Mathur, Nicholas D. Lane
A First Look into the Carbon Footprint of Federated Learning. J. Mach. Learn. Res. 24 (2023)
Xinchi Qiu, Titouan Parcollet, Javier Fernández-Marqués, Pedro Porto Buarque de Gusmão, Daniel J. Beutel, Taner Topal, Akhil Mathur, Nicholas D. Lane
A first look into the carbon footprint of federated learning. CoRR (2021)
Akhil Mathur, Daniel J. Beutel, Pedro Porto Buarque de Gusmão, Javier Fernández-Marqués, Taner Topal, Xinchi Qiu, Titouan Parcollet, Yan Gao, Nicholas D. Lane
On-device Federated Learning with Flower. CoRR (2021)
Daniel J. Beutel, Taner Topal, Akhil Mathur, Xinchi Qiu, Titouan Parcollet, Nicholas D. Lane
Flower: A Friendly Federated Learning Research Framework. CoRR (2020)
Xinchi Qiu, Titouan Parcollet, Daniel J. Beutel, Taner Topal, Akhil Mathur, Nicholas D. Lane
A first look into the carbon footprint of federated learning. CoRR (2020)
Taner Topal, Huseyin Polat, Inan Güler
Software Development for the Analysis of Heartbeat Sounds with LabVIEW in Diagnosis of Cardiovascular Disease. J. Medical Syst. 32 (5) (2008)