25 citations · 25 across the 4 of their papers we have counts for
4 papers
Probabilistic-Bits based on Ferroelectric Field-Effect Transistors for Stochastic Computing
Sheng Luo, Yihan He, Baofang Cai +2
A probabilistic-bit (p-bit) is the fundamental building block in the circuit network of a stochastic computing, and it could produce a continuous random bit-stream with tunable pro…
Multi-fidelity Stability for Graph Representation Learning
Yihan He, Joan Bruna
In the problem of structured prediction with graph representation learning (GRL for short), the hypothesis returned by the algorithm maps the set of features in the \emph{receptive…
PAC-Learning Uniform Ergodic Communicative Networks
Yihan He
This work addressed the problem of learning a network with communication between vertices. The communication between vertices is presented in the form of perturbation on the measur…
Achievability and Impossibility of Exact Pairwise Ranking
Yihan He
We consider the problem of recovering the rank of a set of items based on noisy pairwise comparisons. We assume the SST class as the family of generative models. Our analysis g…