Last year, the first 2,000-2,500 publicly released tickets to the Conference on Neural Information Processing Systems, or NeurIPS, sold out in 12 ...
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Heat waves. Torrential rains. Coastal flooding. Drought. Catastrophic fires. Today there’s widespread agreement within the scientific community that ...
Amazon SageMaker is a service from Amazon Web Services (AWS) that makes it easy to build machine learning models and deploy them in the cloud. If a website ...
As deep neural networks have come to dominate AI, the Conference on Neural Information Processing Systems (NeurIPS 2020) has become the most popular ...
Reinforcement learning (RL), in which an agent learns to maximize some reward through trial-and-error exploration of its environment, is a hot topic in AI. ...
Competitions are a key part of the annual NeurIPS conference program. This year, 16 competitions were accepted, and a quarter of them focused on ...
On the cusp of this year’s NeurIPS conference, three AI luminaries and Amazon-affiliated researchers — all of whom have given the conference’s major named ...
Machine learning models are usually tested on held-out data from their training sets. But when data distributions in the real world diverge from those in ...
In the past few years, we’ve published a number of papers about extreme multilabel classification (XMC), or classifying input data when the number of ...
Buildings are responsible for 30% of greenhouse gas emissions. At the same time, buildings are beginning to take a more active role in the power system by ...