Month: November 2021
Artificial intelligence that understands object relationships: A new machine-learning model could enable robots to understand interactions in the world in the way humans do. – Science Daily
When humans look at a scene, they see objects and the relationships between them. On top of your desk, there might be a laptop that is sitting to the left of a phone, which is in front of a computer monitor. Many deep learning models struggle to see the world this way because they don’t…
The Ten Commandments of Machine Learning – https://ryortho.com/
Regulatory bodies like the FDA have been racing to frame up a regulatory approach to artificial intelligence or machine learning (ML) based medical devices and equipment. The intended or unintended consequences of such algorithms and software on patient outcomes is still largely unknown or speculative.This past November 4, 2021, the FDA issued a 39-page proposed…
Twitch will use machine learning to detect people evading bans – The Verge
Twitch is furthering its efforts to reduce harassment with a new tool that uses machine learning to detect people who may be attempting to evade bans. It’s the company’s latest addition to combat things like hate raids, where streamers’ chats are overrun with trolls sending hateful messages. The new tool, called Suspicious User Detection, can…
AWS introduces new Trn1 chips to speed up training of machine learning models – TechCrunch
As more companies move to custom silicon for their customer’s workloads, Amazon has been busy on this front. They introduced the Inferentia chip in 2019 to help speed up inference learning. Then last year the company launched a second Trainium chip, designed specifically for machine learning models. Today, AWS continued to build on this previous…
FLAN: Google Research Finds Better Machine Learning – Search Engine Journal
Google recently explores a technique called instruction fine-tuning to train a model to be able to solving natural language processing problems in a general way. Rather than train a model to solve one kind of problem, this approach teaches it how to solve a wide range of problems, making it more efficient and advancing the…
Is AI/ML Really Useless Or Can Zerodha Not See It?
A heated debate has been prevailing on LinkedIn since Nithin Kamath, Founder & CEO at Zerodha, posted, “I keep getting asked how we use AI/ML/Blockchain at @zerodhaonline, and I keep saying we don’t and haven’t found any use-case yet.” The trending post gained over 10,000 reactions and 400 comments in a day. Analysts, experts, data…
Using artificial intelligence to advance energy technologies
Credit: CC0 Public Domain Hongliang Xin, an associate professor of chemical engineering in the College of Engineering, and his collaborators have devised a new artificial intelligence framework that can accelerate discovery of materials for important technologies, such as fuel cells and carbon capture devices. Titled “Infusing theory into deep learning for interpretable reactivity prediction,” their…
CHIDS Leads AI/ML Training Efforts in a $50M NIH Award | Maryland Smith – Robert H. Smith School of Business
The Center for Health Information and Decision Systems (CHIDS) at the University of Maryland’s Robert H. Smith School of Business was selected as a key contributor in a $50 million grant from the National Institutes of Health (NIH) in a new effort to enhance diversity in artificial intelligence and machine learning research and initiatives. NIH’s…
Transformational machine learning: Learning how to learn from many related scientific problems – pnas.org
SignificanceMachine learning (ML) is the branch of artificial intelligence (AI) that develops computational systems that learn from experience. In supervised ML, the ML system generalizes from labelled examples to learn a model that can predict the labels of unseen examples. Examples are generally represented using features that directly describe the examples. For instance, in drug…
‘Transformational’ approach to machine learning could accelerate search for new disease treatments – EurekAlert
Researchers have developed a new approach to machine learning that ‘learns how to learn’ and out-performs current machine learning methods for drug design, which in turn could accelerate the search for new disease treatments. The method, called transformational machine learning (TML), was developed by a team from the UK, Sweden, India and Netherlands. It learns…