conftrace_

teacher ensemble

7 papers

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Co-occurring keywords

differential privacy (1016) knowledge distillation (3725) private selection (2) fair prediction (7) learning bound (12) adversarial autoencoder (15) private aggregation of teacher ensemble (1) adaptive selection (10) face attribute recognition (3) categorical distribution (17)

Papers

How to Trade Off the Quantity and Capacity of Teacher Ensemble: Learning Categorical Distribution to Stochastically Employ a Teacher for Distillation AAAI 2024
SF-PATE: Scalable, Fair, and Private Aggregation of Teacher Ensembles IJCAI 2023
Adaptive Private-K-Selection with Adaptive K and Application to Multi-label PATE AISTATS 2022
Revisiting Model-Agnostic Private Learning: Faster Rates and Active Learning JMLR 2021
PATE-AAE: Incorporating Adversarial Autoencoder into Private Aggregation of Teacher Ensembles for Spoken Command Classification INTERSPEECH 2021
Private-kNN: Practical Differential Privacy for Computer Vision CVPR 2020
AC-Teach: A Bayesian Actor-Critic Method for Policy Learning with an Ensemble of Suboptimal Teachers CORL 2019