Generative Data Intelligence

Tag: Explainable AI

Hide-and-Seek: A Template for Explainable AI. (arXiv:2005.00130v1 [cs.LG])

Download PDF Abstract: Lack of transparency has been the Achilles heal of Neural Networks and their wider adoption in...

Knowledge Graph Embeddings and Explainable AI. (arXiv:2004.14843v1 [cs.AI])

Download PDF Abstract: Knowledge graph embeddings are now a widely adopted approach to knowledge representation in which entities and...

Why Your Company Needs White-Box Models in Enterprise Data Science

By Ryohei Fujimaki, Ph.D., Founder and CEO of dotData AI is having a profound impact on customer experience, revenue, operations, risk...

AI Transparency, Fairness Get Boost with Naming of Prof. Judea Pearl of UCLA

By AI Trends Staff Efforts to further AI transparency and fairness got a boost recently with the naming of Prof. Judea...

20+ Inspiring Data Scientists to Follow in 2020

As we decided to create a list of inspiring people to follow in data science, we asked for help from the data...

The emergence of the professional AI risk manager

When the 1970s and 1980s were colored by banking crises, regulators from around the world banded together to set international standards...

Need to Build Trustworthy AI Systems Gains Importance as AI Progresses

By John P. Desmond, Editor, AI Trends The push is on to build trusted AI systems with an eye toward instilling...

Deep learning accurately forecasts heat waves, cold spells

Rice University engineers have created a deep learning computer system that taught itself to accurately predict extreme weather events, like heat waves, up...

What Does “Explainable AI” Mean for Your Business?

Text analysis: what is the difference between machine learning/deep learning and a semantic analysis based approach? The fundamental difference is related to the level...

Artificial Intelligence in Lisbon: Here Are 5 Startups You Should Hear About

This year, as we were organising the Machine Learning School in Lisbon, I kept on wondering why the whole world was merely looking...

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