Durmus Alp Emre Acar

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 13

Top Topics

Top Venues

Publications

Bokun Wang, Axel Berg, Durmus Alp Emre Acar, Chuteng Zhou
Towards Federated Learning with On-device Training and Communication in 8-bit Floating Point. CoRR (2024)
Anil Kag, Durmus Alp Emre Acar, Aditya Gangrade, Venkatesh Saligrama
Scaffolding a Student to Instill Knowledge. ICLR (2023)
Durmus Alp Emre Acar, Venkatesh Saligrama
FedHeN: Federated Learning in Heterogeneous Networks. CoRR (2022)
Ali Siahkamari, Durmus Alp Emre Acar, Christopher Liao, Kelly L. Geyer, Venkatesh Saligrama, Brian Kulis
Faster Algorithms for Learning Convex Functions. ICML (2022)
Durmus Alp Emre Acar, Yue Zhao, Ruizhao Zhu, Ramon Matas Navarro, Matthew Mattina, Paul N. Whatmough, Venkatesh Saligrama
Debiasing Model Updates for Improving Personalized Federated Training. ICML (2021)
Durmus Alp Emre Acar, Ruizhao Zhu, Venkatesh Saligrama
Memory Efficient Online Meta Learning. ICML (2021)
Durmus Alp Emre Acar, Yue Zhao, Ramon Matas Navarro, Matthew Mattina, Paul N. Whatmough, Venkatesh Saligrama
Federated Learning Based on Dynamic Regularization. CoRR (2021)
Durmus Alp Emre Acar, Yue Zhao, Ramon Matas Navarro, Matthew Mattina, Paul N. Whatmough, Venkatesh Saligrama
Federated Learning Based on Dynamic Regularization. ICLR (2021)
Ali Siahkamari, Durmus Alp Emre Acar, Christopher Liao, Kelly Geyer, Venkatesh Saligrama, Brian Kulis
Faster Convex Lipschitz Regression via 2-block ADMM. CoRR (2021)
Durmus Alp Emre Acar, Aditya Gangrade, Venkatesh Saligrama
Budget Learning via Bracketing. AISTATS (2020)
Aditya Gangrade, Durmus Alp Emre Acar, Venkatesh Saligrama
Budget Learning via Bracketing. CoRR (2020)
Pengkai Zhu, Durmus Alp Emre Acar, Nan Feng, Prateek Jain, Venkatesh Saligrama
Cost aware Inference for IoT Devices. AISTATS (2019)
Don Kurian Dennis, Durmus Alp Emre Acar, Vikram Mandikal, Vinu Sankar Sadasivan, Venkatesh Saligrama, Harsha Vardhan Simhadri, Prateek Jain
Shallow RNN: Accurate Time-series Classification on Resource Constrained Devices. NeurIPS (2019)