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stat.ML2021
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…
stat.ML2021
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…