1. Pseudo-marginal Bayesian inference for Gaussian process latent variable models

   • C. Gadd
   • S. Wade
   • A. A. Shah

   OriginalPaper 18 April 2021 Pages: 1105 - 1143

   

2. Analysis of regularized least-squares in reproducing kernel Kreĭn spaces

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   • Lei Shi
   • Johan A. K. Suykens

   OriginalPaper 19 April 2021 Pages: 1145 - 1173

   

3. Reachable sets of classifiers and regression models: (non-)robustness analysis and robust training

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   • Stephan Günnemann

   OriginalPaper Open access 28 April 2021 Pages: 1175 - 1197

   

4. Toward optimal probabilistic active learning using a Bayesian approach

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   • Bernhard Sick

   OriginalPaper Open access 04 May 2021 Pages: 1199 - 1231

   

5. Multi-objective multi-armed bandit with lexicographically ordered and satisficing objectives

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   • Cem Tekin

   OriginalPaper 05 May 2021 Pages: 1233 - 1266

   

6. Importance sampling in reinforcement learning with an estimated behavior policy

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   • Scott Niekum
   • Peter Stone

   OriginalPaper Open access 07 May 2021 Pages: 1267 - 1317

   

7. Efficient Weingarten map and curvature estimation on manifolds

   • Yueqi Cao
   • Didong Li
   • Shiqiang Zhang

   OriginalPaper 12 May 2021 Pages: 1319 - 1344

   

8. Graph-based semi-supervised learning via improving the quality of the graph dynamically

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   • Junbiao Cui
   • Wei Wei

   OriginalPaper 13 May 2021 Pages: 1345 - 1388

   

9. A framework for the fine-grained evaluation of the instantaneous expected value of soccer possessions

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   • Luke Bornn
   • Daniel Cervone

   OriginalPaper Open access 24 May 2021 Pages: 1389 - 1427

   

10. Automated adaptation strategies for stream learning

    • Rashid Bakirov
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    OriginalPaper Open access 02 June 2021 Pages: 1429 - 1462

    

11. Estimation of multidimensional item response theory models with correlated latent variables using variational autoencoders

    • Geoffrey Converse
    • Mariana Curi
    • Jonathan Templin

    OriginalPaper 02 June 2021 Pages: 1463 - 1480

    

12. Early classification of time series

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    OriginalPaper 02 June 2021 Pages: 1481 - 1504

    

13. Multiple clusterings of heterogeneous information networks

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    • Guoxian Yu
    • Xiangliang Zhang

    OriginalPaper 02 June 2021 Pages: 1505 - 1526

    

14. MODES: model-based optimization on distributed embedded systems

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    • Jiang Bian
    • Jian-Jia Chen

    OriginalPaper Open access 04 June 2021 Pages: 1527 - 1547