Search Results for author:
Found 3 papers, 0 papers with code
Causal Bandits with General Causal Models and Interventions
First, the structural causal models (SCMs) are assumed to be unknown and drawn arbitrarily from a general class $\mathcal{F}$ of Lipschitz-continuous functions.
Robust Causal Bandits for Linear Models
Cumulative regret is adopted as the design criteria, based on which the objective is to design a sequence of interventions that incur the smallest cumulative regret with respect to an oracle aware of the entire causal model and its fluctuations.
Image denoising via K-SVD with primal-dual active set algorithm
K-SVD algorithm has been successfully applied to image denoising tasks dozens of years but the big bottleneck in speed and accuracy still needs attention to break.
Cannot find the paper you are looking for? You can
Submit a new open access paper.
