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Facebook AI and University of Guelph Open-Sources GHN-2 for Fast Initiation of Deep Learning Models
Deep learning has massive potential, but it’s often hard to achieve. These models’ complexity requires extensive training before they’re ready for use, making implementation long and often expensive. Facebook AI Research (FAIR) and the University of Guelph may have found a potential solution. In a recent... Read more
Top Machine Learning Research for the Second Half of 2021
As 2021 draws to a close, I’m energized by all the amazing work completed by many prominent research groups extending the state of machine learning in a variety of important directions. In this article, I’ll keep you up to date with my top picks of machine... Read more
Highlighting Data Science and AI Research Labs on the West Coast
Data science and artificial intelligence research labs are popping up everywhere, and the West Coast in the USA is a hotspot. Between excellent universities focusing on AI, and major tech companies having headquarters there, there’s certainly a lot of buzz around AI in California and surrounding... Read more
17 Compelling Machine Learning Ph.D. Dissertations
Working in the field of data science, I’m always seeking ways to keep current in the field and there are a number of important resources available for this purpose: new book titles, blog articles, conference sessions, Meetups, webinars/podcasts, not to mention the gems floating around in... Read more
Best Deep Learning Research of 2021 So Far
The discipline of AI most often mentioned these days is deep learning (DL) along with its many incarnations implemented with deep neural networks. DL also is a rapidly accelerating area of research with papers being published at a fast clip by research teams from around the... Read more
Standout Artificial Intelligence Labs in India
As dynamic fields, what we can do with and how we apply data science and artificial intelligence is almost constantly changing and growing. Research institutions, in particular, contribute to the discovery of new innovations and applications. Right now, we are seeing a significant amount of interesting... Read more
Best Machine Learning Research of 2021 So Far
The start of 2021 saw many prominent research groups extending the state of machine learning science to consistently greater heights. In my efforts to keep pace with this accelerated progress, I’ve noticed a number of hot topics that are gaining the attention of researchers: explainable/interpretable ML,... Read more
Highlighting Artificial Intelligence Research Universities and Labs in the APAC Region
Research into data science and artificial intelligence is non-stop. As the world speeds up or slows down in other ways, there are always researchers looking to push the boundaries of what we can do with data, automation, and robotics. In the APAC region, including parts of... Read more
Top 10 Machine Learning and AI Research Labs in Europe
While most of the research we’ve heard about over the past year has revolved around vaccines and COVID-19, AI has seen some monumental developments as well. Europe is home to many exciting research labs and universities that are pushing the bounds of AI, machine and deep... Read more
Best Machine Learning Research of 2020
2020 will be remembered as a year chock full of significant challenges, but for data science, specifically AI, machine learning, and deep learning, the march forward continued unabated. We saw excellent progress with enterprise acceptance of machine learning across a wide swath of industries and problem... Read more