Afewstudies haveexplored sequential stay-or-leavedecisions in humans, or rodents - the model organism used to access neuronal activity at high resolution. In both cases, decision patterns were collected inforaging tasks-the experimental settings where subjects decide when to leave depleting resources (2).

HE operations (e.g., ciphertext (ct) rotations/multiplications, additions), which could be orders of For example, a GCN layer's computation is dominated by the special consecutive HE operations are defined in Sec. 2. For generality, we assume both feature matrix and adjacency Parallel-Packing (see Sec. 3.2), the ciphertext size is fully exploited, and the total HE operation count We adopt a threat model setting consistent with prior works [9, 14, 3, 7, 18, 22, 27]. The cloud server is semi-honest (e.g.

Machine learning (ML) models are known to leak information about their training data.

34th Conference on Neural Information Processing Systems (NeurIPS 2020), Vancouver, Canada

Oncetrained,ourmodelcangeneraterandom samples of arbitrary duration that maintain semantic similarity to the training waveform, yet exhibit new compositions of its audio primitives.