Maruan Al-Shedivat

A Field Guide to Federated Optimization

Jianyu Wang, Zachary Charles, Zheng Xu et al. · arXiv (Cornell University) · 2021 · 167 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

Continuous Adaptation via Meta-Learning in Nonstationary and Competitive Environments

Maruan Al-Shedivat, Trapit Bansal, Yuri Burda et al. · arXiv (Cornell University) · 2017 · 157 citations · Full text

Artificial Intelligence, Reward Hacking, Engineering +13

Continuous Adaptation via Meta-Learning in Nonstationary and Competitive\n Environments

Maruan Al-Shedivat, Trapit Bansal, Yuri Burda et al. · arXiv (Cornell University) · 2017 · 135 citations · Full text

Stochastic Synapses Enable Efficient Brain-Inspired Learning Machines

Emre Neftci, Bruno U. Pedroni, Siddharth Joshi et al. · Frontiers in Neuroscience · 2016 · 131 citations · Full text

Memristors Empower Spiking Neurons With Stochasticity

Maruan Al-Shedivat, Rawan Naous, Gert Cauwenberghs et al. · IEEE Journal on Emerging and Selected Topics in Circuits and Systems · 2015 · 129 citations

Synaptic Plasticity, Electrical Engineering, Engineering +15