encrypted inference 1fully homomorphic encryption 1layer parallelism 1polynomial approximation 1transformers 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.LG2026
Layer-Parallel Inference Reduces Encrypted Nonlinear Depth in Transformers
Ligong Han, Kai Xu, Hao Wang +3
The paper introduces Structured Newton Layer Parallelism (SNLP) to reduce the sequential nonlinear depth of encrypted Transformer inference under fully homomorphic encryption, achi…
cs.AI2025
Learning Complementary Policies for Human-AI Teams
Ruijiang Gao, Maytal Saar-Tsechansky, Maria De-Arteaga
This paper tackles the critical challenge of human-AI complementarity in decision-making. Departing from the traditional focus on algorithmic performance in favor of performance of…