Brandon Reagen
Publications by Year
Research Areas
Cryptography and Data Security, Privacy-Preserving Technologies in Data, Stochastic Gradient Optimization Techniques, Adversarial Robustness in Machine Learning, Advanced Neural Network Applications
Most-Cited Works
- → Minerva(2016)468 cited
- → Machine Learning at Facebook: Understanding Inference at the Edge(2019)443 cited
- → MachSuite: Benchmarks for accelerator design and customized architectures(2014)287 cited
- → The Architectural Implications of Facebook's DNN-Based Personalized Recommendation(2020)258 cited
- → Aladdin(2014)240 cited
- → Minerva: Enabling Low-Power, Highly-Accurate Deep Neural Network Accelerators(2016)238 cited
- → Ares(2018)223 cited
- → RecNMP: Accelerating Personalized Recommendation with Near-Memory Processing(2020)220 cited
- → Fathom: reference workloads for modern deep learning methods(2016)178 cited
- → Ares: A framework for quantifying the resilience of deep neural networks(2018)163 cited