Droplets of Good Representations: Grokking as a First Order Phase Transition in Two Layer Networks.
Noa RubinInbar SeroussiZohar RingelPublished in: CoRR (2023)
Keyphrases
- phase transition
- average degree
- relational learning
- constraint satisfaction
- small world networks
- satisfiability problem
- randomly generated
- np complete
- combinatorial problems
- hard problems
- graph coloring
- random instances
- random constraint satisfaction problems
- np complete problems
- sat problem
- social networks
- cellular automata
- deep structure
- random graphs
- hamiltonian cycle
- network size
- davis putnam
- complex networks
- search algorithm