Thursday, February 25, 2021

Pradyumna Sahoo

Pradyumna Sahoo
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Pradyumna Sahoo is a data science practitioner who likes to write about AI/ML research. Email: pradyumna.sahoo@analyticsdrift.com

Language Models Exhibits Larger Social Bias Than Human-Written Texts

Current language models are capable of producing convincing open-ended sentences from a short prompt. These are riddled with many controversies -- from questionable correlations...

Microsoft’s Gooseberry Treat For Quantum Computing

In collaboration with the University of Sydney, Microsoft has built a cryogenic quantum controller chip - Gooseberry for controlling thousands of qubits. They placed...

The Facebook MUPPET Show

Facebook researchers have scaled up a relevantly new technique, Pre-finetuning (PFT), in their paper MUPPET to multi-task learning of over 50 tasks on a...

Data Labeling And The Hidden Costs In Machine Learning

The most challenging part of machine learning is data cleaning because, on average, it takes 70% of the allotted time for a project. Now,...

What Is Liquid Machine Learning?

Let us imagine for a minute the most beautiful moments of our lives? How do you mentally visualize those memories? Let us look at...

Facebook’s Single Model XLSR For Speech Recognition In 53 Languages.

Facebook AI researchers recently open-sourced their unsupervised cross-lingual speech recognition model, XLSR, that can handle 53 languages at a time. The model provides 72%...

The Statistics Ministry Adopts AI For Faster Economic Insights

India's statistics ministry is turning the tide from manual labor to intelligent machines to speed-up economic data gathering and draw insights. India has been...

IBM And Daimler Simulates Materials With Fewer Qubits

IBM, Daimler AG, and Virginia Tech researchers simulate materials with fewer qubits. Their work was published in the October issue of the Royal Society...

Brain Storage Scheme Can Solve Artificial Networks’ Memory Woes

Neuroscientists recently showed that the brain’s storage scheme is more capable of storing information than the neural networks. The paper from neuroscientists of SISSA,...

Microsoft’s FELICIA – A New Mechanism To Deal With Private Medical Data

FEderated LearnIng with a CentralIzed Adversary (FELICIA) -- a federated generative mechanism enabling collaborative learning -- has been recently proposed by researchers from Microsoft...

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