Conan

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Machine Learning

  • July 21, 2020: On the Softmax Function

  • July 2, 2020: Gradient Estimator of Discrete Random Variables

  • July 1, 2020: A PAC-Bayesian Approach to Spectrally-Normalized Margin Bounds for Neural Networks

  • June 28, 2020: Density Ratio Trick

  • June 25, 2020: Variational AutoEncoder

  • June 16, 2020: InfoGAN

Deep Learning

  • July 21, 2020: On the Softmax Function

  • July 1, 2020: A PAC-Bayesian Approach to Spectrally-Normalized Margin Bounds for Neural Networks

  • June 25, 2020: Variational AutoEncoder

  • June 16, 2020: InfoGAN

Statistics

  • July 2, 2020: Gradient Estimator of Discrete Random Variables

  • June 28, 2020: Density Ratio Trick

Statistical Learning Thoery

  • July 1, 2020: A PAC-Bayesian Approach to Spectrally-Normalized Margin Bounds for Neural Networks

Generative Models

  • September 4, 2021: Noise Contrastive Estimation

  • February 10, 2021: Score Matching and Denoising Auto-Encoder

Energy-Based Models

  • September 4, 2021: Noise Contrastive Estimation

  • February 10, 2021: Score Matching and Denoising Auto-Encoder

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