Noise-Adaptive Thompson Sampling for Linear Contextual Bandits.
Ruitu XuYifei MinTianhao WangPublished in: NeurIPS (2023)
Keyphrases
- sampled data
- adaptive sampling
- contextual information
- random noise
- noise level
- low pass filtering
- noise suppression
- random sampling
- noise removal
- switching median filter
- noise sensitivity
- signal to noise ratio
- missing data
- context sensitive
- gaussian noise
- additive noise
- stochastic systems
- sampling algorithm
- noisy data
- closed form
- spatially adaptive
- neural network
- multi armed bandit
- learning algorithm
- multiscale
- input data
- noise detection
- noise free
- noisy environments
- arbitrary shape
- data sets
- linear model
- noise reduction