Author Archives: Abhijeet Katte - Page 12
Indexing is one of the fundamental aspects of computer architecture and computer science. For many decades now, indexes have been designed by hand by computer scientists and we have worked with indexing techniques like B-trees and HashMaps. But researchers at Google and MIT have perceived a future where indexes could be learnt instead of being […]
The post Indexing By Learning: A Revolutionary Idea Than Can Shake The Core Of Computer Science appeared first on Analytics India Magazine.
Researchers at the University of California, Berkeley and the Boston University have dug deep into the process of how deep neural networks generate ‘hallucinations’ while trying to create captions for images. By hallucinating we mean that neural networks often give strange outputs and predict weird results. Hence the researchers are now working on preventing this […]
The post What Makes Neural Networks Hallucinate? appeared first on Analytics India Magazine.
Mate Labs a machine learning and AI startup based out of Bengaluru has raised its seed funding worth $550,000. The seed round was led by Omphalos Ventures India LLP. Others investors that participated in the seed round were Eagle 10 Ventures, 91Springboard, Deepak Sharma (ex-Chairman of CITI Bank), Khattar Holding, Sumit Sinha and Tejan […]
The post Mate Labs raises seed funding from Omphalos Ventures India and Other Investors appeared first on Analytics India Magazine.
Probability distributions are important in machine learning and data analysis. Not only data scientists but also also researchers and scientists from many other fields deal with probability distributions on a day to day basis. To put it simply, probability distribution is a simply a function which informs us of the likelihood of obtaining the possible […]
The post The Never Ending Fascination Of The Gaussian Distribution appeared first on Analytics India Magazine.
One of AI’s pioneers, Juergen Schmidhuber’s pursuit with Artificial General Intelligence is well-known. His most notable contribution to the world of Deep Learning — Long Short Term Memory (LSTM), now used by tech heavyweights like Google, Facebook for speech translation. Unlike his contemporaries, Schmidhuber has not achieved celebratory status like Facebook’s Yann LeCun or the […]
The post Meet Juergen Schmidhuber — The Father Of LSTM, An Outsider In The World Of Deep Learning appeared first on Analytics India Magazine.
Will The Latest IBM Proposal For Supplier’s Declaration Improve Transparency in AI Algorithms?
Deep learning has had enormous impact on the fields of computer vision, natural language and many other fields. But deep learning models have also been plagued with unexplainability and lack of transparency. The black box nature of DL models is the chief cause for non-interpretability. Now, to overcome these shortcomings, researchers are focusing on ‘Explainable […]
The post Will The Latest IBM Proposal For Supplier’s Declaration Improve Transparency in AI Algorithms? appeared first on Analytics India Magazine.
Cyber Security is one of the best applications of artificial intelligence. It has been used not only to build more secure systems, but also to breach secure systems. There is an estimate that more than 3 trillion dollars were lost due to cyber attacks or other internet fraud. This already astounding number is speculated to […]
The post Here’s The Truth, GANs Easily Can Fool Intrusion Detection Systems appeared first on Analytics India Magazine.
Most of the time in our day to day life we experience audio and visual experiences together. When you are watching a movie, there is a simultaneous experience of listening to the actors deliver dialogues. In this day and age, our experience has very much adapted to having audio and visual feeds simultaneously. Now, artificial […]
The post DeepMind Trains Networks To Process Audio And Video Simultaneously, Just Like Humans appeared first on Analytics India Magazine.
Image Source By Milena Savić The most common situation in today’s machine learning era is the pressure to get a PhD or at least an advanced degree to bolster one’s chances of getting into a good data science team or research lab. Fast.ai’s Rachel Thomas says that there is a selection bias when this question […]
The post Darker Side Of Chasing The PhD: How Important Is It For Being A Data Scientist? appeared first on Analytics India Magazine.