On Random Deep Weight-Tied Autoencoders: Exact Asymptotic Analysis, Phase Transitions, and Implications to Training.
Ping LiPhan-Minh NguyenPublished in: ICLR (2019)
Keyphrases
- asymptotic analysis
- phase transition
- random constraint satisfaction problems
- random instances
- randomly generated
- constraint satisfaction
- fluid model
- satisfiability problem
- combinatorial problems
- random sat
- denoising
- deep belief networks
- hard problems
- np complete problems
- np complete
- graph coloring
- restricted boltzmann machine
- random graphs
- cellular automata
- orders of magnitude
- lower bound