Reagen, Brandon

6 publications

TMLR 2024 DeepReShape: Redesigning Neural Networks for Efficient Private Inference Nandan Kumar Jha, Brandon Reagen

TMLR 2024 PriViT: Vision Transformers for Private Inference Naren Dhyani, Jianqiao Cambridge Mo, Patrick Yubeaton, Minsu Cho, Ameya Joshi, Siddharth Garg, Brandon Reagen, Chinmay Hegde

ICML 2022 Selective Network Linearization for Efficient Private Inference Minsu Cho, Ameya Joshi, Brandon Reagen, Siddharth Garg, Chinmay Hegde

NeurIPS 2021 Circa: Stochastic ReLUs for Private Deep Learning Zahra Ghodsi, Nandan Kumar Jha, Brandon Reagen, Siddharth Garg

ICML 2021 DeepReDuce: ReLU Reduction for Fast Private Inference Nandan Kumar Jha, Zahra Ghodsi, Siddharth Garg, Brandon Reagen

NeurIPS 2020 CryptoNAS: Private Inference on a ReLU Budget Zahra Ghodsi, Akshaj Kumar Veldanda, Brandon Reagen, Siddharth Garg