Phase Transitions for the Uniform Distribution in the Pattern Maximum Likelihood Problem and its Bethe Approximation.
Chun Lam ChanWinston FernandesNavin KashyapManjunath KrishnapurPublished in: SIAM J. Discret. Math. (2017)
Keyphrases
- uniform distribution
- phase transition
- maximum likelihood
- term dnf
- boolean functions
- agnostic learning
- constraint satisfaction
- random constraint satisfaction problems
- pac learning
- satisfiability problem
- free energy
- np complete
- randomly generated
- membership queries
- hard problems
- gaussian distribution
- sat problem
- cellular automata
- expectation maximization
- integrality gap
- approximation algorithms
- random instances
- relational learning
- monotone boolean functions
- special case
- search algorithm