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cs.FL2022★ 3 cited
Automaton-Based Representations of Task Knowledge from Generative Language Models
Yunhao Yang, Jean-Raphaël Gaglione, Cyrus Neary +1
Automaton-based representations of task knowledge play an important role in control and planning for sequential decision-making problems. However, obtaining the high-level task kno…
cs.LG2022
Additive Logistic Mechanism for Privacy-Preserving Self-Supervised Learning
Yunhao Yang, Parham Gohari, Ufuk Topcu
We study the privacy risks that are associated with training a neural network's weights with self-supervised learning algorithms. Through empirical evidence, we show that the fine-…