ADVANCEMENTS IN MACHINE LEARNING in 2021

Top 4 Important Machine Learning and Deep Learning Papers You Should Read in 2021

These papers help us to keep up to date with the latest advancements in the world of AI.

Prem Kumar
The Startup
Published in
7 min readJan 19, 2021

--

Photo by Alfons Morales on Unsplash

Machine Learning suddenly became one of the most critical domains of Computer Science and just about anything related to Artificial Intelligence. Every company is applying Machine Learning and developing products that take advantage of this domain to solve their problems more efficiently.

“Key research papers in natural language processing, conversational AI, computer vision, reinforcement learning, and AI ethics are published yearly”

The area of Machine Learning has far-reaching applications from the text, audio, image, video to supervised and reinforcement learning. In this article, I have listed three novel Machine Learning articles that made a breakthrough in this field.

Single Headed Attention RNN: Stop Thinking With Your Head

Arvix: https://arxiv.org/pdf/1911.11423.pdf
Author: Steven Merity

--

--

Prem Kumar
The Startup

Machine Learning Engineer at Wise AI (Face Recognition and eKYC). Check me out here https://www.premstroke.com/