Kernel Interpolation for Scalable Structured Gaussian Processes (KISS-GP) · HackerPapers discussionshttps://hackerpaper.kaipfister.de/p/1503.01057/Collected HN comments and submissions linking this paper.enMon, 02 Nov 2026 11:16:22 GMTKernel Interpolation for Scalable Structured Gaussian Processes (KISS-GP) — mentioned by vladfhttps://news.ycombinator.com/item?id=33820217urn:hackerpapers:mention:1503.01057:33820217Thu, 01 Dec 2022 18:16:45 GMT<p>GPs over time series can leverage low-dimensional index sets for O(N lg N) fitting and inference. This can be done by interpolating the inputs onto a regular grid which admits Toeplitz kernels. See https://arxiv.org/abs/1503.01057.</p><p><a href="https://hackerpaper.kaipfister.de/p/1503.01057/">Paper and discussion history</a>. A mention is not an endorsement.</p>cs.LG