Ricci curvature and the manifold learning problem
Sign Up to like & getrecommendations! Published in 2019 at "Advances in Mathematics"
DOI: 10.1016/j.aim.2018.11.001
Abstract: Consider a sample of $n$ points taken i.i.d from a submanifold $\Sigma$ of Euclidean space. We show that there is a way to estimate the Ricci curvature of $\Sigma$ with respect to the induced metric… read more here.
Keywords: ricci curvature; learning problem; curvature manifold; manifold learning ... See more keywords
Conversational AI: An Explication of Few-Shot Learning Problem in Transformers-Based Chatbot Systems
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Computational Social Systems"
DOI: 10.1109/tcss.2023.3281492
Abstract: With the recent advancements in conversational artificial intelligence (AI), the practical applications of chatbots have risen significantly in diverse domains such as healthcare, education, e-government, customer support systems, social platforms, and entertainment. The chatbot converses… read more here.
Keywords: chatbot; shot learning; language; learning problem ... See more keywords