1. Introduction to the special issue of the ECML PKDD 2020 journal track

   • Ira Assent
   • Carlotta Domeniconi
   • Eyke Hüllermeier

   EditorialNotes 08 September 2020 Pages: 1697 - 1698

2. Active deep Q-learning with demonstration

   • Si-An Chen
   • Voot Tangkaratt
   • Masashi Sugiyama

   OriginalPaper 08 November 2019 Pages: 1699 - 1725

   

3. Improving coordination in small-scale multi-agent deep reinforcement learning through memory-driven communication

   • Emanuele Pesce
   • Giovanni Montana

   OriginalPaper Open access 23 January 2020 Pages: 1727 - 1747

   

4. Using error decay prediction to overcome practical issues of deep active learning for named entity recognition

   • Haw-Shiuan Chang
   • Shankar Vembu
   • Andrew McCallum

   OriginalPaper 05 August 2020 Pages: 1749 - 1778

   

5. Learning representations from dendrograms

   • Morteza Haghir Chehreghani
   • Mostafa Haghir Chehreghani

   OriginalPaper Open access 16 August 2020 Pages: 1779 - 1802

   

6. Imbalanced regression and extreme value prediction

   • Rita P. Ribeiro
   • Nuno Moniz

   OriginalPaper 04 September 2020 Pages: 1803 - 1835

   

7. Ada-boundary: accelerating DNN training via adaptive boundary batch selection

   • Hwanjun Song
   • Sundong Kim
   • Jae-Gil Lee

   OriginalPaper 04 September 2020 Pages: 1837 - 1853

   

8. A decision-theoretic approach for model interpretability in Bayesian framework

   • Homayun Afrabandpey
   • Tomi Peltola
   • Samuel Kaski

   OriginalPaper Open access 04 September 2020 Pages: 1855 - 1876

   

9. Skew Gaussian processes for classification

   • Alessio Benavoli
   • Dario Azzimonti
   • Dario Piga

   OriginalPaper Open access 04 September 2020 Pages: 1877 - 1902

   

10. Weak approximation of transformed stochastic gradient MCMC

    • Soma Yokoi
    • Takuma Otsuka
    • Issei Sato

    OriginalPaper 04 September 2020 Pages: 1903 - 1923

    

11. High-dimensional Bayesian optimization using low-dimensional feature spaces

    • Riccardo Moriconi
    • Marc Peter Deisenroth
    • K. S. Sesh Kumar

    OriginalPaper Open access 21 September 2020 Pages: 1925 - 1943

    

12. Fast greedy \(\mathcal {C}\)-bound minimization with guarantees

    • Baptiste Bauvin
    • Cécile Capponi
    • François Laviolette

    OriginalPaper Open access 23 September 2020 Pages: 1945 - 1986