Grokking as a First Order Phase Transition in Two Layer Networks.
Noa RubinInbar SeroussiZohar RingelPublished in: ICLR (2024)
Keyphrases
- phase transition
- average degree
- constraint satisfaction
- relational learning
- satisfiability problem
- small world networks
- combinatorial problems
- random instances
- randomly generated
- hard problems
- np complete
- random graphs
- np complete problems
- deep structure
- sat problem
- graph coloring
- cellular automata
- hamiltonian cycle
- random constraint satisfaction problems
- complex networks
- first order logic
- constraint satisfaction problems
- social networks
- community detection
- small world