About Harshvardhan Gupta

Harshvardhan Gupta blogs at Hacker Noon and tweets at @harvey_slash

Harshvardhan Gupta Posts (6)

• 5 Ways to Get Started with Reinforcement Learning - 20 Sep 2017
  
  We give an accessible overview of reinforcement learning, including Deep Q Learning, and provide useful links for implementing RL.
• Using AI to Super Compress Images - 21 Aug 2017
  
  Neural Network algorithms are showing promising results for different complex problems. Here we discuss how these algorithms are used in image compression.
• DeepMind Relational Reasoning Networks  Demystified - 15 Aug 2017
  
  Every time DeepMind publishes a new paper, there is frenzied media coverage around it. We examine what is and is not real in recent work described as “DeepMind Neural Network Can Make Sense of Objects Around It”.
• Train your Deep Learning Faster: FreezeOut - 03 Aug 2017
  
  We explain another novel method for much faster training of Deep Learning models by freezing the intermediate layers, and show that it has little or no effect on accuracy.
• Train your Deep Learning model faster and sharper: Snapshot Ensembling — M models for the cost of 1 - 02 Aug 2017
  
  We explain a novel Snapshot Ensembling method for increasing accuracy of Deep Learning models while also reducing training time.
• CAN (Creative Adversarial Network) - Explained - 12 Jul 2017
  
  GANs (Generative Adversarial Networks), a type of Deep Learning networks, have been very successful in creating non-procedural content. This work explores the possibility of machine generated creative content.