Data Science Research on Machine Learning, Deep Learning, NLP, & More

Study Finds Novel Method of Resolving JPEG Compression Defects in Computer Vision Datasets

Modeling Research Newsposted by April Miller January 28, 2022

Artificial intelligence (AI) is only as good as the data you give it. That’s a foundational rule for applying any kind of data analytics effectively, yet it remains a challenge in many cases. It’s particularly challenging with computer vision, thanks to JPEG compression defects. Compression issues... Read more

Facebook AI and University of Guelph Open-Sources GHN-2 for Fast Initiation of Deep Learning Models

Deep Learning Modeling Research GHN-2posted by April Miller January 13, 2022

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

Machine Learning Modeling Researchposted by Daniel Gutierrez, ODSC December 20, 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 Academic Research Modeling Research West 2021posted by ODSC Team October 22, 2021

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

Machine Learning Modeling Researchposted by Daniel Gutierrez, ODSC August 12, 2021

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

Deep Learning Modeling Researchposted by Daniel Gutierrez, ODSC August 2, 2021

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

Modeling Research APAC 2021 India Research Labsposted by ODSC Team July 22, 2021

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

Machine Learning Modeling Researchposted by Daniel Gutierrez, ODSC July 19, 2021

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

Modeling Research APAC 2021posted by Alex Landa, ODSC July 16, 2021

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

Modeling Researchposted by ODSC Team May 11, 2021

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