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2018
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论文快读 - Weight Normalization: A Simple Reparameterization to Accelerate Training of Deep Neural Networks
优化方法Jul 8, 2018
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论文快读 - More Effective Distributed ML via a Stale Synchronous Parallel Parameter Server
机器学习架构Jul 8, 2018
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论文快读 - An Empirical Evaluation of Thompson Sampling
EE方法Feb 25, 2018
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论文快读 - Pixie: A System for Recommending 3+ Billion Items to 200+ Million Users in Real-Time
Pinterest推荐系统Feb 16, 2018
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论文快读 - Deep Neural Networks for YouTube Recommendations
推荐系统算法和工程的统一Feb 1, 2018
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论文快读 - Field-aware Factorization Machines for CTR Prediction
特征组合方法Jan 31, 2018
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论文快读 - Factorization Machines
特征组合方法Jan 30, 2018
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论文快读 - BPR: Bayesian Personalized Ranking from Implicit Feedback
Jan 22, 2018
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论文快读 - Collaborative Filtering with Recurrent Neural Networks
基于RNN的协同过滤Jan 21, 2018
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论文快读 - LINE: Large-scale Information Network Embedding
大规模网络EmbeddingJan 12, 2018
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论文快读 - DeepWalk: Online Learning of Social Representations
构建图上的语义向量Jan 11, 2018
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论文快读 - Use of Deep Learning in Modern Recommendation System: A Summary of Recent Works
推荐领域中深度学习方向的最新进展Jan 8, 2018
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机器学习笔记 - 1x1CNN
1x1CNN是什么鬼?Jan 1, 2018
2016
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Tensorflow - LSTM and PTB-Word-LM
TensorflowSep 25, 2016
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Tensorflow - Deep MNIST for Experts
深入MNIST,构建卷积深度神经网络Sep 25, 2016
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Tensorflow - MNIST For ML Beginners
MNIST手写识别的最简单模型Sep 24, 2016
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Tensorflow - 新的开始
简单介绍一下TensorflowSep 24, 2016