1. F*: an interpretable transformation of the F-measure

   • David J. Hand
   • Peter Christen
   • Nishadi Kirielle

   OriginalPaper Open access 15 March 2021 Pages: 451 - 456

   

2. Aleatoric and epistemic uncertainty in machine learning: an introduction to concepts and methods

   • Eyke Hüllermeier
   • Willem Waegeman

   OriginalPaper Open access 08 March 2021 Pages: 457 - 506

   

3. Reshaped tensor nuclear norms for higher order tensor completion

   • Kishan Wimalawarne
   • Hiroshi Mamitsuka

   OriginalPaper 03 January 2021 Pages: 507 - 531

   

4. Coupling matrix manifolds assisted optimization for optimal transport problems

   • Dai Shi
   • Junbin Gao
   • Zhiyong Wang

   OriginalPaper 01 January 2021 Pages: 533 - 558

   

5. Concentration bounds for temporal difference learning with linear function approximation: the case of batch data and uniform sampling

   • L. A. Prashanth
   • Nathaniel Korda
   • Rémi Munos

   OriginalPaper 04 January 2021 Pages: 559 - 618

   

6. Correction to: Fast and accurate pseudoinverse with sparse matrix reordering and incremental approach

   • Jinhong Jung
   • Lee Sael

   Correction Open access 22 January 2021 Pages: 619 - 620