conftrace_

private training

8 papers

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Co-occurring keywords

differential privacy (1016) public pretraining (2) gradient clipping (54) distribution shift (722) deep learning (2118) transfer learning (5449) stochastic gradient descent (1091) model compression (3302) public representation (1) privacy amplification (29)

Papers

HEPrune: Fast Private Training of Deep Neural Networks With Encrypted Data Pruning NIPS 2024
All Rivers Run to the Sea: Private Learning with Asymmetric Flows CVPR 2024
On the Benefits of Public Representations for Private Transfer Learning under Distribution Shift NIPS 2024
Automatic Clipping: Differentially Private Deep Learning Made Easier and Stronger NIPS 2023
Why Is Public Pretraining Necessary for Private Model Training? ICML 2023
(Amplified) Banded Matrix Factorization: A unified approach to private training NIPS 2023
Scalable and Efficient Training of Large Convolutional Neural Networks with Differential Privacy NIPS 2022
Fast and Memory Efficient Differentially Private-SGD via JL Projections NIPS 2021