Technology
Information about AI from the News, Publications, and Conferences
Automatic Classification – Tagging and Summarization – Customizable Filtering and Analysis
If you are looking for an answer to the question What is Artificial Intelligence? and you only have a minute, then here's the definition the Association for the Advancement of Artificial Intelligence offers on its home page: "the scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines."
However, if you are fortunate enough to have more than a minute, then please get ready to embark upon an exciting journey exploring AI (but beware, it could last a lifetime) …
Distribution-Free Model-Agnostic Regression Calibration via Nonparametric Methods
Neural Information Processing Systems
Specifically, we consider an individual calibration objective for characterizing the quantiles of the prediction model.
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Contrastive dimension reduction: when and how?
Neural Information Processing Systems
Dimension reduction (DR) is an important and widely studied technique in exploratory data analysis.
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SequentialAttention+ + for Block Sparsification: Differentiable Pruning Meets Combinatorial Optimization
Neural Information Processing Systems
Pruning methods for neural networks [LeCun et al., 1989] replace dense weight matrices by sparse
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