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The Conference on Neural Information Processing Systems (NeurIPS) takes place this week, and the Amazon papers accepted there touch on a wide range of topics, from...
At the first annual Conference on Automated Machine Learning (AutoML), my colleagues and I won a best-paper award for a new way to decide when to...
Recent algorithmic advances and hardware innovations have made it possible to train deep neural networks with billions of parameters. The networks’ performance, however, depends in part...
In his 2020 shareholder letter, Jeff Bezos, executive chair of Amazon’s board of directors, shared that more than 200 million people around the world have a...
In recent years, algorithmic bias has become an important research topic in machine learning. Sometimes, because of imbalances in training data or other factors, machine learning...
Last week, at the seventh Workshop on Automated Machine Learning (AutoML) at the International Conference on Machine Learning, Amazon researchers won a best-paper award for a...
Amazon researchers have nine new papers at this year’s International Conference on Machine Learning (ICML), one of the top conferences in AI. Matthias Seeger, a principal...
Matthias Seeger, a principal applied scientist in Amazon’s Berlin office, and three coauthors have received the ICML 2020 test of time award for a paper from...