Published inTDS ArchiveLearning to play snake at 1 million FPSIn this blog post I’ll guide you through my most recent project, which combines two things I find fascinating — computer games and machine…May 20, 20191May 20, 20191
Published inTDS ArchiveAn intuitive guide to Gaussian processesA maths-free explanation of an underappreciated algorithmJan 15, 201911Jan 15, 201911
Published inTDS ArchiveKnow your enemyHow you can create and defend against adversarial attacksJan 6, 20194Jan 6, 20194
Published inTDS ArchiveKnow your enemyWhy adversarial examples are more important than you realizeJan 1, 20192Jan 1, 20192
Published inTDS ArchiveAdvances in few-shot learning: a guided tourFew-shot learning is an exciting field of machine learning right now. The ability of deep neural networks to extract complex statistics…Nov 30, 20185Nov 30, 20185
Published inTDS ArchiveAdvances in few-shot learning: reproducing results in PyTorchFew-shot learning is an exciting field of machine learning which aims to close the gap between machine and human in the challenging task…Nov 30, 20183Nov 30, 20183
Published inAnalytics VidhyaBuilding a Speaker Identification System from Scratch with Deep LearningNeural networks are the state of the art in many classification problems, particularly those on perceptual data such images, video, and…Oct 2, 20183Oct 2, 20183
Gender classification from raw audio with 1D convolutionsDeep learning has shaken up computer science by making a previously intractable class of perceptual recognition problems solvable. The…Sep 1, 2018Sep 1, 2018
