Mr. Bennet, his coachman, and the Archbishop walk into a bar but only one of them gets recognized: On The Difficulty of Detecting Characters in Literary Texts
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Coreference ResolutionNamed Entity Recognition (NER)Similar Papers 제목 키워드 기반
Chebyshev-Cantelli PAC-Bayes-Bennett Inequality for the Weighted Majority Vote
We present a new second-order oracle bound for the expected risk of a weighted majority vote. The bound is based on a novel parametric form of the Chebyshev- Cantelli inequality (a.k.a. one-sided Chebyshev's), which is a…
FormBennett-type Generalization Bounds: Large-deviation Case and Faster Rate of Convergence
In this paper, we present the Bennett-type generalization bounds of the learning process for i.i.d. samples, and then show that the generalization bounds have a faster rate of convergence than the traditional results. In…
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A refinement of Bennett's inequality is introduced which is strictly tighter than the classical bound. The new bound establishes the convergence of the average of independent random variables to its expected value. It al…
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The multistate Bennett acceptance ratio (MBAR) method is a prevalent approach for computing free energies of thermodynamic states. In this work, we introduce BayesMBAR, a Bayesian generalization of the MBAR method. By in…
Artificial Neural Network Code Tutorial
A small tutorial session featuring a live Ai session at UWI MONA for ITS 2019, where a basic Artificial Neural Network will be written from scratch & discussed, led by Jordan Micah Bennett