Framework Quotes

“Language is not simply a reporting device for experience but a defining framework for it.”

“Due to the various pragmatic obstacles, it is rare for a mission-critical analysis to be done in the “fully Bayesian” manner, i.e., without the use of tried-and-true frequentist tools at the various stages. Philosophy and beauty aside, the reliability and efficiency of the underlying computations required by the Bayesian framework are the main practical issues. A central technical issue at the heart of this is that it is much easier to do optimization (reliably and efficiently) in high dimensions than it is to do integration in high dimensions. Thus the workhorse machine learning methods, while there are ongoing efforts to adapt them to Bayesian framework, are almost all rooted in frequentist methods. A work-around is to perform MAP inference, which is optimization based.Most users of Bayesian estimation methods, in practice, are likely to use a mix of Bayesian and frequentist tools. The reverse is also true—frequentist data analysts, even if they stay formally within the frequentist framework, are often influenced by “Bayesian thinking,” referring to “priors” and “posteriors.” The most advisable position is probably to know both paradigms well, in order to make informed judgments about which tools to apply in which situations.”

“I did this within a philosophical framework, and a moral and legal framework. And I have been turned into a cartoon of the greatest villain in the history of lobbying.”

“Habits of the mind also provide our mental framework – the way we see the world”

“Great people become great due to the framework, routines and habits they have set for themselves”

“We all - whether naturalists, atheists, Buddhists, or Christians - see the world through the grid of an interpretive framework - and ultimately this interpretive framework is religious in nature, even if not allied with a particular institutional religion.”

“If we make a fly-on-the-wall review of our history and connect the significant scenarios from our memory, we can develop a comprehensive pattern of our identity that throws a whirl of light on the secreted framework of our life. ("Labyrinth of the mind")”

“I worry about you. You’re good with people, I’ve seen it. You like them. But there’s a limit for you.” He opened his mouth to protest but she held up her hand to silence him. “I know. You do care. But inside the framework of a project. Right now it’s your studies. Later it’ll be roads and bridges. But people around you—their lives go on outside the framework. They’re not just tools to your hand, even likable tools. Your life should go on, too. You should have more than roads to live for. Because if something does go wrong, you’ll need what you’re feeling to matter, to someone somewhere, anyway.”

“When we stake a claim to the needs and wants of our life, we may easily fail to live up to the standards of others. Empathy and connectedness, however, might bridge the gap, by stirring our consciousness of the sensitive queries and by assessing the intricate framework of our surroundings with their countless, prickly nitty-gritties. ("Absence of Desire")”