MMIL: A novel algorithm for disease associated cell type discovery.
Erin CraigTimothy KeyesJolanda SarnoMaxim ZaslavskyGarry NolanKara DavisTrevor HastieRobert TibshiraniPublished in: CoRR (2024)
Keyphrases
- learning algorithm
- dynamic programming
- experimental evaluation
- times faster
- optimal solution
- optimization algorithm
- computational complexity
- preprocessing
- expectation maximization
- linear programming
- np hard
- single pass
- improved algorithm
- simulated annealing
- significant improvement
- objective function
- probabilistic model
- least squares
- high accuracy
- cost function
- input data
- evolutionary algorithm
- segmentation algorithm
- search space
- microarray
- convergence rate
- bayesian networks
- genetic algorithm