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摘要: here. 7个问题 第一,What’s the problem? 你要做的这个问题是什么?一句话就应该回答。任何一个问题都可以在任意短的时间内,向任何人讲到你希望达到的程度。如果你没有做到,不是因为你做的问题很高精尖,是你的功夫下的不够。例如我在听一个报告,五分钟还没有听懂他在说什么,不是因为我笨 阅读全文
posted @ 2020-01-30 21:30 keeps_you_warm 阅读(287) 评论(0) 推荐(1) 编辑
摘要: from Eric Jang Normalizing flows transform simple densities (like Gaussians) into rich complex distributions that can be used for generative models, R 阅读全文
posted @ 2020-01-30 20:46 keeps_you_warm 阅读(284) 评论(0) 推荐(0) 编辑
摘要: PROBLEM: OmniAnomaly multivariate time series anomaly detection + unsupervised 主体思想: input: multivariate time series to RNN > capture the normal patte 阅读全文
posted @ 2020-01-30 00:44 keeps_you_warm 阅读(1494) 评论(0) 推荐(0) 编辑
摘要: Problem: multi-horizon probabilistic forecasting tasks; Propose an end-to-end framework for multi-horizon time series forecasting, with temporal atten 阅读全文
posted @ 2020-01-30 00:08 keeps_you_warm 阅读(913) 评论(0) 推荐(0) 编辑
摘要: from attention mechanism Attention is one component of a network’s architecture, and is in charge of managing and quantifying the interdependence. Bet 阅读全文
posted @ 2020-01-29 17:43 keeps_you_warm 阅读(218) 评论(0) 推荐(0) 编辑
摘要: KDD: Knowledge Discovery and Data Mining (KDD) Insititute: 复旦大学,中科大 Problem: time series prediction; modelling extreme events; overlook the existence 阅读全文
posted @ 2020-01-29 02:43 keeps_you_warm 阅读(479) 评论(0) 推荐(0) 编辑
摘要: 1. 泛读和精度的区别和迭代: 泛读: 1个月之内,读50篇论文,进行粗读,了解多维时间序列信号,有哪些research problem, challenges, research groups, research people. 之后进行精度: 了解方法细节,如何建立的模型,模型和reality之 阅读全文
posted @ 2020-01-28 21:29 keeps_you_warm 阅读(113) 评论(0) 推荐(0) 编辑
摘要: 1. how to measure the uncertainty of prediction model or data analysis? 2. 阅读全文
posted @ 2020-01-28 16:39 keeps_you_warm 阅读(93) 评论(0) 推荐(0) 编辑
摘要: From Tutte institute for mathematics and computing Problem: dimension reduction Theoretical foundations: At a high level, UMAP uses local manifold app 阅读全文
posted @ 2020-01-27 23:13 keeps_you_warm 阅读(949) 评论(0) 推荐(0) 编辑
摘要: materials: 1. Dimension Reduction - IsoMap 阅读全文
posted @ 2020-01-27 22:27 keeps_you_warm 阅读(145) 评论(0) 推荐(0) 编辑
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