Bootstrapping cluster analysis: Assessing the reliability of conclusions from microarray experiments
We introduce a general technique for making statistical inference from clustering tools applied to gene expression microarray data. The approach utilizes an analysis of variance model to achieve ...
Abstract: Knowledge acquisition is an iterative process. Most previous work has focused on bootstrapping techniques based on syntactic patterns, that is, each iteration finds more syntactic patterns ...
Abstract: Adaptation of pretrained vision-language models such as CLIP to various downstream tasks have raised great interest in recent researches. Previous works have proposed a variety of test-time ...
Abstract: Knowledge acquisition is an iterative process. Most prior work used syntactic bootstrapping approaches, while semantic bootstrapping was proposed recently. Unlike syntactic bootstrapping, ...
Starting and growing an enterprise software company can be exhilarating yet fraught with crucial decisions. One such decision in the early days is determining the source of funding that will propel ...
Bootstrapping is a self-starting process that entrepreneurs use to fund and grow their startups or businesses using their resources or the company's operating revenue. Rather than relying on external ...
Venture capital investments in India grew four-fold in 2021 from the previous year as India’s startup ecosystem reached an inflection point. According to a YourStory analysis, the VC investments in ...
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