Archives | Fululu

2020

11

09

经过比历史波折一些的选举，Joe Biden最终当选为第46届美国总统，恭喜恭喜！懂王还在各种挣扎，他的律师团队正在进行一波操作。不过估计没啥卵用了。这么一个能闹腾的总统没有继续当选，我表示很理解（虽然选举过程中心情那个忐忑哇，就像看跑步比

2020-11-09 Diary

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Weekly summary

十月过去啦，马上就是十一月二日美国大选了！万众瞩目，坐等更新。这一周发生了蛮多事情的。今天借住的好朋友搬走了，又回到了一个人的卧室。法国的宗教暴力事件让人害怕。欧洲疫情的第二波高峰汹汹来袭，瑞士的每日新增人数达到了前所未有的高峰，这个八百万

2020-11-01 Diary

Thesis Life Food

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Weekly summary

计划回顾上周未完成的计划： Graph paper: 50%. MoNet GraphSage GAT Higher-order graph: 45.4%. Weisfeiler and Leman Go Neural: H

2020-10-25 Diary

Thesis Life

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Weekly summary

本周总结：初步了解了higher-order graph的一些模型，重点了解用simplicial complex进行建模的理论基础和实际案例。主要入手的几篇论文： simplicial neural network：这篇文章在sim

2020-10-18 Diary

Thesis Life

02

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Background Knowledge of Paper Willnump

Paper: Willump Model serving system(MLaaS)机器学习作为一种服务。zhihu 应用实例 Amazon ML平台：完全自动化 Amazon Sagemaker平台: 内附对数据科学家的有用tips哦！

2020-02-27 Learning Notes

System

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Background Knowledge of Paper Privacy-preserving bandits

Paper: Privacy-preserving bandits 安全计算Secure computationzhihu General idea: there is a function on all of data as the un

2020-02-26 Learning Notes

Security Privacy

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SysML提前看

机器学习本质上是一系列的数值计算。当需要计算的数据量很大或者计算模型很大时，就需要设计一个合适的平台来进行这种计算。机器学习系统就是针对此方面的研究，即开发一类特殊的系统，用于支持和部署机器学习模型。在本篇提前看中，我们从不同的角度选择三

2020-02-24 Reading Summary

System Machine Learning Security Privacy

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PAI7 Reinforcement Learning

The data is assumed to be drawn from some distributions. In reinforcement learning, we learn by interacting with environ

2020-01-29 Learning Notes

AI Reinforcement Learning Bayesian

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PAI4 Reasoning over Time

Before, we talk about static models, which means variables don’t change possible values. For temporal models, in which v

2020-01-28 Learning Notes

AI Reinforcement Learning Bayesian Markov

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PAI5 Probabilistic Planning

How do we use inference we keep tracking over time in order to act? Markov Decision ProcessAn essential model studied i

2020-01-28 Learning Notes

AI Reinforcement Learning Markov

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PAI6 Learning

So far, we talk about how to use a given model to do some tasks, e.g. inference, planning. But where do these models com

2020-01-28 Learning Notes

AI Reinforcement Learning Bayesian

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PAI3 Bayesian Network 2Inference

InferenceTypical queries What are these typical queries for? what kinds of typical queries? conditional/marginal query:

2020-01-26 Learning Notes

AI Reinforcement Learning Bayesian