4 papers · 1 filter
Arithmetic Network Coding for Secret Sum Computation
Sijie Li, Cheuk Ting Li
We consider a network coding problem where the destination wants to recover the sum of the signals (Gaussian random variables or random finite field elements) at all the source nod…
First-Order Theory of Probabilistic Independence and Single-Letter Characterizations of Capacity Regions
Cheuk Ting Li
We consider the first-order theory of random variables with the probabilistic independence relation, which concerns statements consisting of random variables, the probabilistic ind…
Multiple-Output Channel Simulation and Lossy Compression of Probability Distributions
Chak Fung Choi, Cheuk Ting Li
We consider a variant of the channel simulation problem with a single input and multiple outputs, where Alice observes a probability distribution from a set of prescribed proba…
Minimax Learning for Remote Prediction
Cheuk Ting Li, Xiugang Wu, Ayfer Ozgur +1
The classical problem of supervised learning is to infer an accurate predictor of a target variable from a measured variable by using a finite number of labeled training sa…