conftrace_

teacher ensemble

8 papers

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Co-occurring keywords · papers mentioning both

differential privacy (5) knowledge distillation (3) model compression (2) private selection (1) feature perturbation (1) fair prediction (1) learning bound (1) adversarial autoencoder (1) private aggregation of teacher ensemble (1) adaptive selection (1)

Papers

Single Teacher, Multiple Perspectives: Teacher Knowledge Augmentation for Enhanced Knowledge Distillation ICLR 2025 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 PATE-AAE: Incorporating Adversarial Autoencoder into Private Aggregation of Teacher Ensembles for Spoken Command Classification Interspeech 2021 Revisiting Model-Agnostic Private Learning: Faster Rates and Active Learning JMLR 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