A Parameter-Free Algorithm for Misspecified Linear Contextual Bandits.
Kei TakemuraShinji ItoDaisuke HatanoHanna SumitaTakuro FukunagaNaonori KakimuraKen-ichi KawarabayashiPublished in: AISTATS (2021)
Keyphrases
- parameter free
- learning algorithm
- closed form
- optimal solution
- preprocessing
- recognition algorithm
- computational complexity
- k means
- databases
- np hard
- dynamic programming
- linear programming
- matching algorithm
- cost function
- linear systems
- fully automatic
- detection algorithm
- contextual information
- search space
- pairwise
- video sequences
- similarity measure
- data mining