Maruan Al-Shedivat
Publications by Year
Research Areas
Topic Modeling, Neural dynamics and brain function, Domain Adaptation and Few-Shot Learning, Explainable Artificial Intelligence (XAI), Advanced Memory and Neural Computing
Most-Cited Works
- → A Field Guide to Federated Optimization(2021)167 cited
- → Continuous Adaptation via Meta-Learning in Nonstationary and Competitive Environments(2017)157 cited
- → Stochastic Synapses Enable Efficient Brain-Inspired Learning Machines(2016)131 cited
- → Memristors Empower Spiking Neurons With Stochasticity(2015)129 cited
- → Stochasticity Modeling in Memristors(2015)104 cited
- → Progressive Generation of Long Text with Pretrained Language Models(2021)64 cited
- → Learning with Opponent-Learning Awareness(2018)58 cited
- → Learning Policy Representations in Multiagent Systems(2018)43 cited
- Learning Scalable Deep Kernels with Recurrent\nStructure(2017)