Abstract: Fusing probabilistic information is a fundamental task in signal and data processing with relevance to many fields of technology and science. In this work, we investigate the fusion of ...

Will Kenton is an expert on the economy and investing laws and regulations. He previously held senior editorial roles at Investopedia and Kapitall Wire and holds a MA in Economics from The New School ...

Will Kenton is an expert on the economy and investing laws and regulations. He previously held senior editorial roles at Investopedia and Kapitall Wire and holds a MA in Economics from The New School ...

In one sentence: transforming the original scalar continuous features to vectors before mixing them in the main backbone (e.g. in MLP, Transformer, etc.) improves the downstream performance of tabular ...

Where \(X\) is a normally distributed random variable with mean \(\mu\) and standard deviation \(\sigma\). The peak of the curve occurs at \(x=\mu\), and the spread ...

1 Medical Research Council Integrative Epidemiology Unit at the University of Bristol, Bristol, UK 2 Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK 3 Division ...

Abstract: A longstanding problem in statistics pertains to the estimation of probability density functions of continuous random variables from a finite set of their samples. In this paper, we propose ...

A fundamental feature of the mind is its tendency to wander from the constraints of the perceptual moment towards internally generated thoughts and feelings. Recent interest in mind-wandering as a ...

The Poisson distribution is a special case of the binomial distribution that it models discrete events. It expresses the probability of a number of relatively rare events occurring in a fixed time if ...

In this paper, we consider the construction of the approximate profile-likelihood confidence intervals for parameters of the 2-parameter Weibull distribution based on small type-2 censored samples. In ...