Sampling from the Sherrington-Kirkpatrick Gibbs measure via algorithmic stochastic localization.
Ahmed El AlaouiAndrea MontanariMark SellkePublished in: FOCS (2022)
Keyphrases
- monte carlo
- markov chain monte carlo
- markov random field
- distance measure
- markov chain
- point processes
- neural network
- random sampling
- metropolis hastings
- sampling strategies
- localization algorithm
- sampling algorithm
- decision trees
- machine learning
- real time
- correlation coefficient
- lower bound
- similarity measure
- object localization
- sampling rate
- database