Simpler (classical) and faster (quantum) algorithms for Gibbs partition functions.
Srinivasan ArunachalamVojtech HavlícekGiacomo NanniciniKristan TemmePawel WocjanPublished in: Quantum (2022)
Keyphrases
- learning algorithm
- highly efficient
- orders of magnitude
- data structure
- significant improvement
- optimization problems
- benchmark datasets
- memory efficient
- data mining
- feature selection
- computational complexity
- markov random field
- computationally efficient
- theoretical analysis
- computational efficiency
- computationally expensive