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) …
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Revealing the unseen: Benchmarking video action recognition under occlusion
Neural Information Processing Systems
In this work, we study the effect of occlusion on video action recognition.
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Private (Stochastic) Non-Convex Optimization Revisited: Second-Order Stationary Points and Excess Risks
Neural Information Processing Systems
Lipschitzness, which we make precise in Section 2 and in Assumption 3.1.
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Private (Stochastic) Non-Convex Optimization Revisited: Second-Order Stationary Points and Excess Risks
Neural Information Processing Systems
Our preliminary results suggest that the regularized exponential mechanism can effectively emulate previous empirical and population risk bounds, negating the need for smoothness assumptions for algorithms with polynomial running time.
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The Space Complexity of Approximating Logistic Loss
Neural Information Processing Systems
D () has lower space complexity than the original problem or can be minimized more efficiently.
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