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KDD13' Best Paper: Simple and Deterministic Matrix Sketching
notes by 年糕 Simple and Deterministic Matrix Sketching 雅虎实验室Edo Liberty获得了KDD2013最佳论文，主要研究的是在大数据背景下，如何用已有的streaming算法，设计简单，快速，和具有确定性的matrix sketching算法。 相似的，...
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Machine Learning Resources from Science
http://m.sciencemag.org/site/feature/data/compsci/machine_learning.xhtml G...
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DEEP LEARNING FOR ROBUST FEATURE GENERATION IN AUDIOVISUAL EMOTION RECOGNITION
notes by 年糕 DEEP LEARNING FOR ROBUST FEATURE GENERATION IN AUDIOVISUAL EMO...
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96-13 Best Papers from Top Conferences
http://jeffhuang.com/best_paper_awards.html 不仅仅是 NLP 的，但是不重复发了...
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paper list of main tasks in Text Mining for Social Networks
都是近几年的工作，基本都看过。 论文里大部分回顾了以前的工作，还有一定开创性...
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Resources: Large Scale Machine Learning
by 年糕 ## Paper List Papers Resilient Distributed Datasets: A Fault-Tolera...
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Learning to recommend with explicit and implicit social relations
notes by 年糕 Learning to recommend with explicit and implicit social relati...
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Mixtures of Hierarchical Topics with Pachinko Allocation
notes by 年糕 Mixtures of Hierarchical Topics with Pachinko Allocation 在工...
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WSDM'10: TwitterRank finding topic-sensitive influential twitterers
notes by 年糕 Twitterrank: finding topic-sensitive influential twitterers ...
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Tweet Topic Summarization by Ranking
notes by 年糕 Twitter Topic Summarization by Ranking Tweets Using Social Inf...
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Challenges in Statistical Machine Learning
notes by 年糕 Challenges in Statistical Machine Learning 最近才读了《统计学...
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ICML'12: The Landmark Selection Method for Multiple Output Prediction
notes by 年糕 <a href="http://The Landmark Selection Method for Multiple Out...
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Datasets: ICWSM
Datasets: ICWSM DATASET SHARING SERVICE As part of the ICWSM Data Sharing Ini...
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notes on Applied Predictive Modeling (6)
Chapter 5 Measuring Performance in Regression Models 这一章很简单。讨论的是...
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SA: 情感分析资源（Corpus、Dictionary）
先主要摘自一篇中文Survey， http://wenku.baidu.com/view/0c33af946bec0975f465e...