Joyce Xu – Medium

Joyce Xu

Published in

Algorithmic Solutions to Algorithmic Bias: A Technical Guide

Adversarial de-biasing, variational “fair” autoencoders, dynamic data resampling, and more.

Jun 18, 2019

Algorithmic Solutions to Algorithmic Bias: A Technical Guide

Jun 18, 2019

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Beyond DQN/A3C: A Survey in Advanced Reinforcement Learning

Hierarchical RL, external memory stores, imagination-augmented agents, and more.

Oct 1, 2018

Beyond DQN/A3C: A Survey in Advanced Reinforcement Learning

Oct 1, 2018

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Topic Modeling with LSA, PSLA, LDA & lda2Vec

From matrix factorization to deep learning

May 25, 2018

Topic Modeling with LSA, PSLA, LDA & lda2Vec

May 25, 2018

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Deep Learning for Object Detection: A Comprehensive Review

Faster R-CNN, R-FCN, SSD, and more acronyms you can’t keep straight

Sep 11, 2017

Deep Learning for Object Detection: A Comprehensive Review

Sep 11, 2017

Published in

An Intuitive Guide to Deep Network Architectures

ResNet, Inception, and Xception explained

Aug 14, 2017

An Intuitive Guide to Deep Network Architectures

Aug 14, 2017

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Functional programming for deep learning

The what, why, and how: a Cortex deep learning model for anomaly detection in Clojure

Jun 29, 2017

Functional programming for deep learning

Jun 29, 2017

Published in

Machines and Magic: Teaching Computers to Write Harry Potter

Don’t worry, J.K. Rowling is still very much irreplaceable

Jul 3, 2016

Machines and Magic: Teaching Computers to Write Harry Potter

Jul 3, 2016

Joyce Xu

Joyce Xu

Deep learning, RL, NLP, CV, and all that jazz. @DeepMindAI, @sidewalklabs, @Stanford

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