• Causal Inference 3: Counterfactuals

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    • Causal Inference 2: Illustrating Interventions via a Toy Example

      5 users

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      • ML beyond Curve Fitting: An Intro to Causal Inference and do-Calculus

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        • Pruning Neural Networks: Two Recent Papers

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          • A Cookbook for Machine Learning: Vol 1

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            • Gaussian Distributions are Soap Bubbles

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              • mixup: Data-Dependent Data Augmentation

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                • GANs are Broken in More than One Way: The Numerics of GANs

                  11 users

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                  • Everything that Works Works Because it's Bayesian: Why Deep Nets Generalize?

                    14 users

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                    • How powerful are Graph Convolutions? (review of Kipf & Welling, 2016)

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                      • Variational Inference using Implicit Models Part IV: Denoisers instead of Discriminators

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                        • Variational Inference using Implicit Models Part II: Amortised Inference

                          4 users

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                          • Variational Inference using Implicit Models, Part I: Bayesian Logistic Regression

                            12 users

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                            • Dilated Convolutions and Kronecker Factored Convolutions

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                              • New Perspectives on Adversarial Training (NIPS 2016 Adversarial Training Workshop)

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                                • Instance Noise: A trick for stabilising GAN training

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                                  • inFERENCe

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                                    • An Alternative Update Rule for Generative Adversarial Networks

                                      15 users

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                                      • Deep Learning is Easy - Learn Something Harder

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