PriorBoost: An Adaptive Algorithm for Learning from Aggregate Responses.
Adel JavanmardMatthew FahrbachVahab MirrokniPublished in: CoRR (2024)
Keyphrases
- learning algorithm
- k means
- learning tasks
- times faster
- optimization algorithm
- experimental evaluation
- dynamic programming
- learning process
- computational complexity
- learning phase
- learning speed
- incremental learning
- cost function
- np hard
- high accuracy
- theoretical analysis
- expectation maximization
- improved algorithm
- matching algorithm
- detection algorithm
- objective function
- computational cost
- learning scheme
- prior knowledge
- optimal solution
- learning problems
- noise tolerant
- reinforcement learning
- learning rules
- adaptive learning
- preprocessing
- data sets
- search space
- classification algorithm
- learning systems
- supervised learning
- particle swarm optimization
- segmentation algorithm