JGPR: a computationally efficient multi-target Gaussian process regression algorithm Mohammad NabatiSeyed Ali GhorashiReza Shahbazian OriginalPaper 11 May 2022 Pages: 1987 - 2010
Stream-based active learning for sliding windows under the influence of verification latency Tuan PhamDaniel KottkeBernhard Sick OriginalPaper Open access 18 November 2021 Pages: 2011 - 2036
Randomized approximate class-specific kernel spectral regression analysis for large-scale face verification Ke LiGang Wu OriginalPaper 21 March 2022 Pages: 2037 - 2091
Policy space identification in configurable environments Alberto Maria MetelliGuglielmo ManneschiMarcello Restelli OriginalPaper Open access 05 September 2021 Pages: 2093 - 2145
Receiver operating characteristic (ROC) curves: equivalences, beta model, and minimum distance estimation Tilmann GneitingPeter Vogel TECHNICAL NOTE Open access 17 December 2021 Pages: 2147 - 2159
The backbone method for ultra-high dimensional sparse machine learning Dimitris BertsimasVassilis Digalakis Jr OriginalPaper 22 January 2022 Pages: 2161 - 2212
Nyström landmark sampling and regularized Christoffel functions Michaël FanuelJoachim SchreursJohan A. K. Suykens OriginalPaper 13 April 2022 Pages: 2213 - 2254
Planning for potential: efficient safe reinforcement learning Floris den HengstVincent François-LavetFrank van Harmelen OriginalPaper Open access 23 March 2022 Pages: 2255 - 2274
DEFT: distilling entangled factors by preventing information diffusion JiantaoLin WangJin Zhou OriginalPaper 29 March 2022 Pages: 2275 - 2295
Fast spectral analysis for approximate nearest neighbor search Jing WangJie Shen OriginalPaper 07 January 2022 Pages: 2297 - 2322
Online active classification via margin-based and feature-based label queries Tingting ZhaiFrédéric KoricheBin Li OriginalPaper 11 March 2022 Pages: 2323 - 2348
Modelling spatiotemporal dynamics from Earth observation data with neural differential equations Ibrahim AyedEmmanuel de BézenacPatrick Gallinari OriginalPaper 18 March 2022 Pages: 2349 - 2380