تصمیم‌گیری در علم داده در طول زمان: آزمون فرضیه متوالی - آخرین آپدیت

titleChernoff and Active Hypothesis Testing Chernoff and Active Hypothesis Testing

• titleGiven a visual grid of pictures: can you find the odd one out? Given a visual grid of pictures: can you find the odd one out?

• titleRationalizing how odd one out is determined by Chernoff's ideas Rationalizing how odd-one-out is determined by Chernoff's ideas

• titleThe ABC of Chernoff's 1959 paper The ABC of Chernoff's 1959 paper

titleHierarchical Searching for Alternative Hypothesis Hierarchical Searching for Alternative Hypothesis

• titleLooking for rare images in large image libraries at scale Looking for rare images in large image libraries at scale

• titleCreating a random walk that efficiently explores a binary tree Creating a random walk that efficiently explores a binary tree

• titleUsing MCMC to find an optimal (and explainable) tree Using MCMC to find an optimal (and explainable) tree

titleLarge Hypothesis and/or Action Spaces Large Hypothesis and/or Action Spaces

• titleA clinical dream: testing for cancer with a blood 'biopsy' A clinical dream: testing for cancer with a blood 'biopsy'

• titleTwo stages of active hypothesis testing may be better than one Two stages of active hypothesis testing may be better than one

• titleGreedy approximate algorithm to handle a blood 'biopsy' Greedy approximate algorithm to handle a blood 'biopsy'

titleSequential Hypothesis for Biology and Medicine Sequential Hypothesis for Biology and Medicine

• titleCan you connect that health data point to a story? Can you connect that health data point to a story?

• titleHow to make MRI scans be faster How to make MRI scans be faster

• titleDirected Evolution can be Hypothesis Driven Directed Evolution can be Hypothesis Driven

titlePutting it together: testing on visual images Putting it together: testing on visual images

• titleCovid as Example Covid as Example

• titleAdaptive Hypothesis Testing: Part One Adaptive Hypothesis Testing: Part One

• titleAdaptive Hypothesis Testing: Part Two Adaptive Hypothesis Testing: Part Two

• titleLearn then Test: Part one Learn then Test: Part-one

• titleLearn then Test: Part two Learn then Test: Part-two

titleUntitled Module Untitled Module