Chockalingam Muthian
EfficientNet
Improving Accuracy and Efficiency through AutoML and Model Scaling Convolutional neural networks (CNNs) are commonly developed at a fixed...
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Chockalingam Muthian
Jun 25, 20194 min read
XLNet: Generalized Autoregressive Pretraining for Language Understanding
Not less a week after the release, it seems everyone around me in the NLP field is talking about XLNet. Yes, the “improves upon BERT on...
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Chockalingam Muthian
May 19, 20193 min read
Machine-learning algorithm inDelphi predicts pathogenic mutations
When DNA's double helix is broken after damage from, say, exposure to X-rays, molecular machines perform a kind of genetic...
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Chockalingam Muthian
Mar 31, 20193 min read
Turing Award 2018
Three researchers have won the 2018 Turing Award, known as the 'Nobel Prize of computing,' for conceptual and engineering breakthroughs...
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Chockalingam Muthian
Mar 11, 20192 min read
Age of Genetic Information
Great advances both in AI and in genetics have opened up a wide scope of hybrid fields and applications, such as DNA data storage and the...
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Chockalingam Muthian
Feb 15, 20193 min read
Quantum Computing is Enabling Breakthroughs in Chemistry
Quantum computing is expected to solve computational questions that cannot be addressed by existing classical computing methods. It is...
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Chockalingam Muthian
Jan 30, 20192 min read
Google Dataset Search
Google’s goal has always been to organize the world’s information, and its first target was the commercial web. Now, it wants to do the...
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Chockalingam Muthian
Jan 27, 20192 min read
AI and Sustainable development
Today’s industrial economy is hugely wasteful. In 2018, the global demand for resources was 1.7 times more than what the Earth can...
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Chockalingam Muthian
Jan 1, 20193 min read
Increasing Computing Power and AI Innovation
Open AI’s analysis highlighted the major factors which are driving innovation in artificial intelligence today. Some of the key...
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Chockalingam Muthian
Nov 25, 20183 min read
Quantum Computing – Next generation Computational power
Quantum computing is a new paradigm that will play a big role in accelerating tasks for AI. It will offer researchers and developers...
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Chockalingam Muthian
Oct 23, 20181 min read
Predicting Liver Disease using Binary Classification
About this Dataset Context Patients with Liver disease have been continuously increasing because of excessive consumption of alcohol,...
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Chockalingam Muthian
Oct 10, 20182 min read
Simplifying Neural Networks by transforming them into Decision Trees
The applications of deep learning are growing rapidly that it has made a great headway starting from computer vision to natural language...
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Chockalingam Muthian
Sep 25, 20182 min read
AI and Computing Power
There are three main factors that drive the advance of AI: algorithmic innovation (applying sequence modelling techniques, gradient...
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Chockalingam Muthian
Sep 17, 20181 min read
Analysing Google Play store
Today I have analysed the google play store data in terms of rating, category, reviews etc. I have taken apps from 2010 till 2018....
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Chockalingam Muthian
Sep 5, 20181 min read
Understanding Dexterity
See how domain randomization principle is applied in learning simulation and de-emphasizing realism. Dactyl is a system for manipulating...
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Chockalingam Muthian
Aug 20, 20181 min read
Gene Classification from Clinvar archive
ClinVar is a freely accessible, public archive of reports of the relationships among human variations and phenotypes, with supporting...
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