Search Results for author: Johaness Brustle

Found 1 papers, 0 papers with code

Multi-Item Mechanisms without Item-Independence: Learnability via Robustness

no code implementations6 Nov 2019 Johaness Brustle, Yang Cai, Constantinos Daskalakis

When item values are sampled from more general graphical models, we combine our robustness theorem with novel sample complexity results for learning Markov Random Fields or Bayesian Networks in Prokhorov distance, which may be of independent interest.

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