Estimating Training Data Influence by Tracking Gradient Descent.
Garima PruthiFrederick LiuMukund SundararajanSatyen KalePublished in: CoRR (2020)
Keyphrases
- training data
- data sets
- decision trees
- learning algorithm
- real time
- particle filter
- test data
- motion tracking
- particle filtering
- kalman filter
- object tracking
- domain knowledge
- training set
- classification accuracy
- training samples
- cost function
- motion model
- real time tracking
- objective function
- appearance model
- supervised learning
- training dataset
- rigid body
- tracking framework
- training instances
- neural network
- learning rules
- training process
- motion analysis
- visual tracking