ENTITY Gaillard

Gaillard

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RESEARCH · CL_15437 · May 2 · 22:39

Linear regression regret bounds analyzed for scale-invariance in new paper

Researchers have characterized scale-invariant upper bounds for self-normalized martingales in linear regression, finding that such bounds are generally only possible in one dimension. For dimensions greater than one, n…