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pro vyhledávání: '"Shi, Bobby"'
We give Hoeffding and Bernstein-type concentration inequalities for the largest eigenvalue of sums of random matrices arising from a Markov chain. We consider time-dependent matrix-valued functions on a general state space, generalizing previous that
Externí odkaz:
http://arxiv.org/abs/2303.02150
Sparse shrunk additive models and sparse random feature models have been developed separately as methods to learn low-order functions, where there are few interactions between variables, but neither offers computational efficiency. On the other hand,
Externí odkaz:
http://arxiv.org/abs/2112.04002