Joyce XuinTowards Data ScienceAlgorithmic Solutions to Algorithmic Bias: A Technical GuideAdversarial de-biasing, variational “fair” autoencoders, dynamic data resampling, and more.16 min read·Jun 18, 2019--6--6
Joyce XuinTowards Data ScienceBeyond DQN/A3C: A Survey in Advanced Reinforcement LearningHierarchical RL, external memory stores, imagination-augmented agents, and more.17 min read·Oct 1, 2018--12--12
Joyce XuinNanoNetsTopic Modeling with LSA, PSLA, LDA & lda2VecFrom matrix factorization to deep learning12 min read·May 25, 2018--39--39
Joyce XuinTowards Data ScienceDeep Learning for Object Detection: A Comprehensive ReviewFaster R-CNN, R-FCN, SSD, and more acronyms you can’t keep straight11 min read·Sep 11, 2017--30--30
Joyce XuinTowards Data ScienceAn Intuitive Guide to Deep Network ArchitecturesResNet, Inception, and Xception explained9 min read·Aug 14, 2017--13--13
Joyce XuinTowards Data ScienceFunctional programming for deep learningThe what, why, and how: a Cortex deep learning model for anomaly detection in Clojure11 min read·Jun 29, 2017--6--6
Joyce XuinStartup GrindMachines and Magic: Teaching Computers to Write Harry PotterDon’t worry, J.K. Rowling is still very much irreplaceable10 min read·Jul 3, 2016--5--5