HomeTagsMachine learning

Tag: machine learning

Unlocking the Secrets of Artificial Intelligence: Machine Learning and Deep Neural Networks

Unlocking the Secrets of Artificial Intelligence: Discover the power of machine learning and deep neural networks in this insightful article. Learn how AI is transforming industries and explore its applications, challenges, and the future of this exciting field. Introduction to Artificial Intelligence (AI) Artificial Intelligence, often abbreviated...

Machine learning tools autonomously classify 1,000 supernovae

The algorithm aids astronomers in sorting through the discoveries made by the Zwicky Transient Facility. California Institute of Technology is the photographer. Caltech astronomers used a machine learning algorithm to classify 1,000 supernovae entirely on their own. The algorithm was applied to data collected by...

Cloud study demystifies impact of aerosols

According to new research, aerosol particles in the atmosphere have a greater impact on cloud cover but less impact on cloud brightness than previously thought. Aerosols are tiny particles suspended in the atmosphere that play an important role in cloud formation. Because aerosols are increasing as...

Theory suggests quantum computers should be exponentially faster on some learning tasks than classical machines

A group of academics from numerous institutions in the United States, including Google Quantum AI, and an Australian colleague have created a theory predicting that quantum computers should be exponentially quicker than classical machines on specific learning tasks. The group outlines their hypothesis and...

Testing a machine learning approach to geophysical inversion

A common problem in the geosciences is the need to deduce unseen physical structure based on limited observations. A ground-penetrating radar observation attempts to infer underground structure without any in situ measurements. This class of problems is called inversion. Here an assumed physical model...

Entanglement unlocks scaling for quantum machine learning

The field of machine learning on quantum computers got a boost from new research. The research removed a potential roadblock to the practical implementation of quantum neural networks. Theorists had previously thought an exponentially large training set would be required to train a quantum...