Joyce Xu – Medium

Joyce Xu

Published in
Towards Data Science

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

Published in
Towards Data Science

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

Published in
NanoNets

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

Published in
Towards Data Science

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
Towards Data Science

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

Published in
Towards Data Science

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
Startup Grind

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

Following

Help
Status
About
Careers
Press
Blog
Privacy
Terms
Text to speech
Teams