投降
发表于 2025-3-21 18:04:22
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开始发作
发表于 2025-3-21 23:42:59
Convergence and Sampling,rk to think about how to aggregate more and more data to get better and better estimates. It will cover the . (CLT), Chernoff-Hoeffding bounds, Probably Approximately Correct (PAC) algorithms, as well as analysis of importance sampling techniques which improve the concentration of random samples.
继承人
发表于 2025-3-22 02:25:52
Distances and Nearest Neighbors,nd and the algorithms used. However, there are an enormous number of distances to choose from. We attempt to survey those most common within data analysis. This chapter also provides an overview of the most important properties of distances (e.g., is it a metric?) and how they are related to the dua
cloture
发表于 2025-3-22 05:12:25
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subordinate
发表于 2025-3-22 09:26:02
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诱使
发表于 2025-3-22 14:43:52
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背心
发表于 2025-3-22 19:32:39
Clustering,re quite messy. And many techniques for clustering actually lack a mathematical formulation. We will initially focus on what is probably the cleanest and most used formulation: assignment-based clustering which includes .-center and the notorious .-means clustering. For background, we will begin wit
名义上
发表于 2025-3-22 23:58:39
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Pcos971
发表于 2025-3-23 01:39:36
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Antioxidant
发表于 2025-3-23 05:50:48
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