Michael KlearinTowards Data ScienceHow to Apply Self-Supervision to Tabular Data: Introducing dfencoderDenoising autoencoders for the everyday data scientist.9 min read·Jun 27, 2019--3--3
Michael KlearinTowards Data ScienceRLSD: An End-to-End CNN +LSTM Model for Multi-Label Image ClassificationReading Group8 min read·Feb 20, 2019----
Michael KlearinTowards Data ScienceCuriosity in Deep Reinforcement LearningUnderstanding Random Network Distillation6 min read·Dec 3, 2018----
Michael KlearinTowards Data ScienceThe Sparse Future of Deep LearningCould this be the next quantum leap in AI research?7 min read·Nov 25, 2018--5--5
Michael KlearinTowards Data ScienceUnderstanding Evolved Policy GradientsIn April, OpenAI published a blog post about a new deep reinforcement learning (RL) algorithm called Evolved Policy Gradients (EPG).8 min read·Nov 1, 2018--1--1
Michael KlearinTowards Data ScienceHow to Make Data-Driven Decisions with Contextual BanditsThe Case for Bayesian Inference8 min read·Oct 11, 2018--2--2
Michael KlearThis May Change the Way You Think About Deep LearningAnybody who’s tried to understand how neural networks “learn” is probably familiar with the weights that define a model. These weights…6 min read·Jul 31, 2018----
Michael KlearCan Deep Neural Networks Learn from Just One Example?In the course of my ongoing research in machine learning, I stumbled across a most excellent publication entitled “Human-level concept…7 min read·May 3, 2018----
