A provable SVD-based algorithm for learning topics in dominant admixture corpus.
Trapit BansalChiranjib BhattacharyyaRavindran KannanPublished in: NIPS (2014)
Keyphrases
- learning algorithm
- dynamic programming
- detection algorithm
- theoretical analysis
- high accuracy
- experimental evaluation
- k means
- learning process
- learning speed
- learning phase
- incremental learning
- matching algorithm
- optimization algorithm
- online learning
- objective function
- times faster
- segmentation algorithm
- particle swarm optimization
- machine learning
- computational cost
- cost function
- probabilistic model
- reinforcement learning
- optimal solution
- learning tasks
- search algorithm
- recognition algorithm
- significant improvement