Skeptical Learning - An Algorithm and a Platform for Dealing with Mislabeling in Personal Context Recognition.
Wanyi ZhangMattia ZeniAndrea PasseriniFausto GiunchigliaPublished in: Algorithms (2022)
Keyphrases
- learning algorithm
- recognition algorithm
- learning stage
- online learning
- matching algorithm
- detection algorithm
- real time
- experimental evaluation
- optimal solution
- computational complexity
- segmentation algorithm
- machine learning
- learning speed
- times faster
- optimization algorithm
- theoretical analysis
- preprocessing
- computational cost
- objective function
- cost function
- np hard
- learning phase
- similarity measure
- simulated annealing
- probabilistic model
- action recognition
- prior knowledge
- worst case
- learning rules
- visual recognition
- expectation maximization
- handwritten digits
- particle swarm optimization
- high accuracy