Academic Research Archives - Open Data Science - Your News Source for AI, Machine Learning & more

Best Deep Reinforcement Learning Research of 2019

Academic Research Deep Learning Modeling deep reinforcement learning Reinforcement Learningposted by Daniel Gutierrez, ODSC January 15, 2020

Since my mid-2019 report on the state of deep reinforcement learning (DRL) research, much has happened to accelerate the field further. Read my previous article for a bit of background, brief overview of the technology, comprehensive survey paper reference, along with some of the best research papers at that... Read more

Top 10 AI Chatbot Research Papers from axXiv.org in 2019

Academic Research Modeling Chatbotsposted by Daniel Gutierrez, ODSC January 13, 2020

AI chatbots are a hot commodity right now and they constitute a fertile area of research for machine learning. Researchers from all over the globe are working hard to push the envelope for what we can expect from chatbots. In this article, I’ve scoured the arXiv.org pre-print server for... Read more

The Most Influential NLP Research of 2019

Academic Research Featured Post NLP/Text Analytics Research 2019posted by Daniel Gutierrez, ODSC December 31, 2019

Natural language processing (NLP) is one of the most important technologies to arise in recent years. Specifically, 2019 has been a big year for NLP with the introduction of the revolutionary BERT language representation model. There are a large variety of underlying tasks and machine learning models powering NLP... Read more

Highlighted Machine Learning Research of November 2019

Academic Research Machine Learning Modeling Researchposted by Ava Burcham, ODSC December 27, 2019

As we enter into the holiday months, research and news tend to slow down. And yet, in November alone we found some really exciting work; here are the best six pieces of machine learning research in November we read. Conclusion-Supplement Answer... Read more

The Most Influential Deep Learning Research of 2019

Academic Research Deep Learning Modeling Research Researchposted by Daniel Gutierrez, ODSC December 23, 2019

Deep learning has continued its forward movement during 2019 with advances in many exciting research areas like generative adversarial networks (GANs), auto-encoders, and reinforcement learning. In terms of deployments, deep learning is the darling of many contemporary application areas such as computer vision, image recognition, speech recognition, natural language... Read more

Best Machine Learning Research of 2019

Academic Research Machine Learning Modeling Researchposted by Daniel Gutierrez, ODSC December 13, 2019

The field of machine learning has continued to accelerate through 2019, moving at light speed with compelling new results coming out of academia and the research arms of large tech firms like Google, Microsoft, Yahoo, Facebook and many more. It’s a daunting task for the down-in-the-trenches data scientist to... Read more

Evading Real-Time Person Detectors by Adversarial T-shirt

Academic Research adversarial t-shirt Researchposted by Ava Burcham, ODSC November 26, 2019

Clothing has often become a source of protection against privacy. We see it in celebrities all the time, from head-to-toe coverage, to recent developments in paparazzi-resistant gear, we’re constantly pushing our clothing to do more for us. And with so much fear surrounding face-tracking software, many have begun wondering... Read more

Data Science News Week in Review: November 25th

Academic Research Featured Post News Research News Researchposted by ODSC Team November 25, 2019

Every week we’re bringing data science news to you… some highlights include reviewing Facebook’s DeepFovea AI, IBM’s Consortium for Sequencing the Food Supply Chain, and more. Read on: Facebook’s DeepFovea AI promises power-efficient VR foveated rendering In a paper released on November 18th, Facebook introduced a human-like “peripheral vision”... Read more

7 AI Research Labs in Europe Leading the Data Science Community

Academic Research Modeling Researchposted by ODSC Team November 13, 2019

In the past, we’ve highlighted some West Coast AI research labs that we think are doing some really incredible work. Now, in an attempt to look past the dominating presence of Silicon Valley, we’re turning our focus overseas and taking a closer look at some of the cutting-edge Europe... Read more

20 Years of Evolution From Cognitive to Intelligent Communications

Academic Research Machine Learning Modeling Intelligent Communicationsposted by Ava Burcham, ODSC November 4, 2019

It’s been 20 years since the concept of cognitive radio was proposed—radio that could automatically switch from wireless signal to wireless signal, to minimize congestion and allow for more concurrent wireless connections. While this technology has been key in implementing intelligent communications, it’s even more interesting to look at... Read more