A combinatorial conjecture from PAC-Bayesian machine learning
arXiv:2006.01387v2
Originality Synthesis-oriented
AI Analysis
This is an incremental result that addresses a theoretical problem in machine learning theory.
The paper proves a combinatorial conjecture from a Ph.D. thesis using binomial and multinomial sum identities, and discusses its relevance to PAC-Bayesian machine learning.
We present a proof of a combinatorial conjecture from the second author's Ph.D. thesis. The proof relies on binomial and multinomial sums identities. We also discuss the relevance of the conjecture in the context of PAC-Bayesian machine learning.