PopArt: Efficient Sparse Regression and Experimental Design for Optimal Sparse Linear Bandits

Neural Information Processing Systems 

In many modern science and engineering applications, high-dimensional data naturally emerges, where the number of features significantly outnumber the number of samples.

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