Archives

2020  10

June  3

[Paper] TOWARDS FASTER AND BETTER FEDERATED LEARNING: A FEATURE FUSION APPROACH Reading Notes

June 24, 2020 · 4 min · 818 words

Watermelon Book Reading Notes 1. Introduction

June 24, 2020 · 2 min · 424 words

Watermelon Book Reading Notes 2. Model Evaluation and Selection

June 24, 2020 · 8 min · 1668 words

April  2

A Survey on Personalization Capabilities in Federated Learning

April 29, 2020 · 8 min · 1650 words

A Survey on Personalization Capabilities in Federated Learning

April 29, 2020 · 8 min · 1657 words

February  3

Decoupled Neural Interfaces using Synthetic Gradients

February 18, 2020 · 9 min · 1832 words

Stagewise Knowledge Distillation

February 17, 2020 · 9 min · 1777 words

Federated Meta-Learning with Fast Convergence and Efficient Communication

February 5, 2020 · 9 min · 1786 words

January  2

CS330 Lecture 1&2 Study Notes (Incomplete)

January 10, 2020 · 4 min · 760 words

Paper Notes: A Meta-Transfer Objective for Learning to Disentangle Causal Mechanisms [Unfinished]

January 9, 2020 · 5 min · 1031 words

2019  6

December  1

Improving Federated Learning Personalization via MAML Paper Notes (Incomplete)

December 2, 2019 · 3 min · 610 words

November  1

Federated Adversarial Domain Adaptation Paper Notes (Incomplete)

November 24, 2019 · 7 min · 1279 words

April  1

MemoryGAN Paper Notes (Incomplete)

April 22, 2019 · 8 min · 1555 words

March  3

Getting Started with Kettle

March 23, 2019 · 4 min · 772 words

One-shot Learning with Memory-Augmented Neural Networks Paper Notes (Incomplete)

March 22, 2019 · 2 min · 380 words

Notes on Generative Adversarial Networks (GAN)

March 1, 2019 · 20 min · 4222 words