Malicious Experts versus the multiplicative weights algorithm in online prediction.
Erhan BayraktarH. Vincent PoorXin ZhangPublished in: CoRR (2020)
Keyphrases
- learning algorithm
- prediction algorithm
- experimental evaluation
- worst case
- matching algorithm
- simulated annealing
- improved algorithm
- optimal solution
- computational cost
- theoretical analysis
- particle swarm optimization
- np hard
- cost function
- prediction error
- computationally efficient
- data sets
- detection algorithm
- online learning
- relative frequencies
- dynamic programming
- significant improvement
- k means
- search space
- objective function
- times faster
- real time
- passive aggressive
- neural network
- weighted average
- weighting scheme
- similarity measure
- recognition algorithm
- convex hull
- linear programming
- data streams
- classification algorithm
- prediction accuracy
- high accuracy
- input data