A new boosting algorithm for provably accurate unsupervised domain adaptation.
Amaury HabrardJean-Philippe PeyracheMarc SebbanPublished in: Knowl. Inf. Syst. (2016)
Keyphrases
- learning algorithm
- experimental evaluation
- significant improvement
- optimization algorithm
- detection algorithm
- high accuracy
- decision tree algorithm
- k means
- worst case
- theoretical analysis
- computationally efficient
- dynamic programming
- search space
- computational complexity
- computational cost
- cost function
- theoretical guarantees
- preprocessing
- expectation maximization
- times faster
- convergence rate
- neural network
- adaboost algorithm
- improved algorithm
- selection algorithm
- recognition algorithm
- machine learning
- objective function
- optimal solution
- linear programming
- data sets
- multi class