1. SLISEMAP: supervised dimensionality reduction through local explanations

   • Anton Björklund
   • Jarmo Mäkelä
   • Kai Puolamäki

   OriginalPaper Open access 23 November 2022 Pages: 1 - 43

   

2. Partially Hidden Markov Chain Multivariate Linear Autoregressive model: inference and forecasting—application to machine health prognostics

   • Fatoumata Dama
   • Christine Sinoquet

   OriginalPaper Open access 28 November 2022 Pages: 45 - 97

   

3. MAP inference algorithms without approximation for collective graphical models on path graphs via discrete difference of convex algorithm

   • Yasunori Akagi
   • Naoki Marumo
   • Hiroyuki Toda

   OriginalPaper Open access 08 December 2022 Pages: 99 - 129

   

4. Online learning of network bottlenecks via minimax paths

   • Niklas Åkerblom
   • Fazeleh Sadat Hoseini
   • Morteza Haghir Chehreghani

   OriginalPaper Open access 08 November 2022 Pages: 131 - 150

   

5. Root-finding approaches for computing conformal prediction set

   • Eugene Ndiaye
   • Ichiro Takeuchi

   OriginalPaper 23 November 2022 Pages: 151 - 176

   

6. Limits of multi-relational graphs

   • Juan Alvarado
   • Yuyi Wang
   • Jan Ramon

   OriginalPaper 13 December 2022 Pages: 177 - 216

   

7. Multi-armed bandits with censored consumption of resources

   • Viktor Bengs
   • Eyke Hüllermeier

   OriginalPaper Open access 16 November 2022 Pages: 217 - 240

   

8. Generalizing p-Laplacian: spectral hypergraph theory and a partitioning algorithm

   • Shota Saito
   • Mark Herbster

   OriginalPaper Open access 30 November 2022 Pages: 241 - 280

   

9. Dynamic customer segmentation via hierarchical fragmentation-coagulation processes

   • Ling Luo
   • Bin Li
   • Fang Chen

   OriginalPaper 02 December 2022 Pages: 281 - 310

   

10. Reconciling privacy and utility: an unscented Kalman filter-based framework for differentially private machine learning

    • Kunsheng Tang
    • Ping Li
    • Tian Luo

    OriginalPaper 07 December 2022 Pages: 311 - 351

    

11. A family of pairwise multi-marginal optimal transports that define a generalized metric

    • Liang Mi
    • Azadeh Sheikholeslami
    • José Bento

    OriginalPaper 20 December 2022 Pages: 353 - 384