SLISEMAP: supervised dimensionality reduction through local explanations Anton BjörklundJarmo MäkeläKai Puolamäki OriginalPaper Open access 23 November 2022 Pages: 1 - 43
Partially Hidden Markov Chain Multivariate Linear Autoregressive model: inference and forecasting—application to machine health prognostics Fatoumata DamaChristine Sinoquet OriginalPaper Open access 28 November 2022 Pages: 45 - 97
MAP inference algorithms without approximation for collective graphical models on path graphs via discrete difference of convex algorithm Yasunori AkagiNaoki MarumoHiroyuki Toda OriginalPaper Open access 08 December 2022 Pages: 99 - 129
Online learning of network bottlenecks via minimax paths Niklas ÅkerblomFazeleh Sadat HoseiniMorteza Haghir Chehreghani OriginalPaper Open access 08 November 2022 Pages: 131 - 150
Root-finding approaches for computing conformal prediction set Eugene NdiayeIchiro Takeuchi OriginalPaper 23 November 2022 Pages: 151 - 176
Limits of multi-relational graphs Juan AlvaradoYuyi WangJan Ramon OriginalPaper 13 December 2022 Pages: 177 - 216
Multi-armed bandits with censored consumption of resources Viktor BengsEyke Hüllermeier OriginalPaper Open access 16 November 2022 Pages: 217 - 240
Generalizing p-Laplacian: spectral hypergraph theory and a partitioning algorithm Shota SaitoMark Herbster OriginalPaper Open access 30 November 2022 Pages: 241 - 280
Dynamic customer segmentation via hierarchical fragmentation-coagulation processes Ling LuoBin LiFang Chen OriginalPaper 02 December 2022 Pages: 281 - 310
Reconciling privacy and utility: an unscented Kalman filter-based framework for differentially private machine learning Kunsheng TangPing LiTian Luo OriginalPaper 07 December 2022 Pages: 311 - 351
A family of pairwise multi-marginal optimal transports that define a generalized metric Liang MiAzadeh SheikholeslamiJosé Bento OriginalPaper 20 December 2022 Pages: 353 - 384
