Ram Sagar
Ram Sagar
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Contact: ram.sagar@analyticsindiamag.com

Nano-Sized Probes Through Our Bloodstream Can Become A Reality Soon

Imagine a future where a swarm of nano-sized probes are voyaging through the bloodstream for intracellular recordings, mapping brain activity and performing other diagnostics. Looks like the future is here, thanks to a new research from the University of Surrey…

How This AI Defeated Elite Poker Players

Bluffing and tricking opponent with little to no interaction is what makes poker such an intense and lucrative game to play and to watch as well. Bluffing occasionally can be effective, but it might become predictable over time, resulting in…

How Unsupervised Data Augmentation Can Improve NLP And Vision Tasks

Data augmentation is often limited to supervised learning, in which labels are required to transfer from original examples to augmented ones. Augmentation provides a steady but limited performance boost. This is because of the fact that they have been applied…

How To Choose The Right Machine Learning Model With Off-Policy Classification

Hard coding a robot to perform all the mundane manual jobs even poorly, will take a lot of computational heavy lifting. It takes an ingenious constraint assumption to make the robot perform decently when put under unstructured, real-world situations. Asking…

How The Totally-Looks-Like Dataset Can Save Algorithms From Getting Fooled

Pareidolia is a widely documented phenomena in humans. It is the tendency to identify faces in random things. For example, the two photos above: one of young Vladimir Putin and the other of Home Alone actor Macaulay Culkin. This tendency…

Here’s A New Technique That Visualizes How Neurons Interact In A Neural Network

  Visualising the behaviour of neural networks has been of great interest lately for two reasons — to have a glimpse at how intelligence in its fundamental appears and to analyse the neurons for improvement (avoiding misclassification etc.) of the…

BigBiGAN Sets New Benchmark For Unsupervised Representation Learning

The guiding principle of generative models is being able to construct a convincing example of the data that it is fed with. The more realistic the image, the stronger is the evidence that the model has grasped the objective. Generative…

Why Do Neural Networks Generalise So Effortlessly? This Study Might Have An Answer

Deep neural networks are ambiguous for many reasons. They can be as simple as, “How can Stochastic Gradient Descent (SGD) find good solutions to a complicated non-convex optimisation problem?”  However, the answer is not always straightforward. In order to define…

How Drones & AI Can Solve Haphazard Construction Of Roads In India

A 2016 study done by IIT Delhi says that the National Highways comprise only 15% of the total length of roads in India but account for 33% of the fatalities. Trucks and buses are involved in about 70% of fatal…

How To Keep World Leaders Safe From Deep Fake 

The world has become more connected now than ever before. An opinion can fly at light speed across continents and a revolution can be sparked by remote players in a matter of hours. And as the technology keeps improving, new…

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