TY - CONF AU - El Mesaoudi-Paul, Adil AU - Hüllermeier, Eyke AU - Busa-Fekete, Robert ID - 10148 T2 - Proc. 35th Int. Conference on Machine Learning (ICML) TI - Ranking Distributions based on Noisy Sorting ER - TY - CONF AU - Hesse, M. AU - Timmermann, J. AU - Hüllermeier, Eyke AU - Trächtler, Ansgar ID - 10149 T2 - Proc. 4th Int. Conference on System-Integrated Intelligence: Intelligent, Flexible and Connected Systems in Products and Production, Procedia Manufacturing 24 TI - A Reinforcement Learning Strategy for the Swing-Up of the Double Pendulum on a Cart ER - TY - CHAP AU - Mencia, E.Loza AU - Fürnkranz, J. AU - Hüllermeier, Eyke AU - Rapp, M. ED - Jair Escalante, H. ED - Escalera, S. ED - Guyon, I. ED - Baro, X. ED - Güclüütürk, Y. ED - Güclü, U. ED - van Gerven, M.A.J. ID - 10152 T2 - Explainable and Interpretable Models in Computer Vision and Machine Learning TI - Learning interpretable rules for multi-label classification ER - TY - CONF AU - Nguyen, Vu-Linh AU - Destercke, Sebastian AU - Masson, M.-H. AU - Hüllermeier, Eyke ID - 10181 T2 - Proc. 27th Int.Joint Conference on Artificial Intelligence (IJCAI) TI - Reliable Multi-class Classification based on Pairwise Epistemic and Aleatoric Uncertainty ER - TY - CONF AU - Schäfer, Dirk AU - Hüllermeier, Eyke ID - 10184 T2 - Proc. 21st Int. Conference on Discovery Science (DS) TI - Preference-Based Reinforcement Learning Using Dyad Ranking ER - TY - JOUR AU - Schäfer, Dirk AU - Hüllermeier, Eyke ID - 10276 IS - 5 JF - Machine Learning TI - Dyad Ranking Using Plackett-Luce Models based on joint feature representations VL - 107 ER - TY - GEN AU - Seemann, Nina AU - Geierhos, Michaela AU - Merten, Marie-Luis AU - Tophinke, Doris AU - Wever, Marcel Dominik AU - Hüllermeier, Eyke ED - Eckart, Kerstin ED - Schlechtweg, Dominik ID - 1379 T2 - Postersession Computerlinguistik der 40. Jahrestagung der Deutschen Gesellschaft für Sprachwissenschaft TI - Supporting the Cognitive Process in Annotation Tasks ER - TY - JOUR AU - Ramaswamy, Arunselvan AU - Bhatnagar, Shalabh ID - 24152 IS - 5 JF - IEEE Transactions on Automatic Control TI - Analysis of gradient descent methods with nondiminishing bounded errors VL - 63 ER - TY - JOUR AU - Ramaswamy, Arunselvan AU - Bhatnagar, Shalabh ID - 24153 IS - 3 JF - Mathematics of Operations Research TI - A generalization of the Borkar-Meyn theorem for stochastic recursive inclusions VL - 42 ER - TY - CONF AU - Melnikov, Vitalik AU - Hüllermeier, Eyke ID - 3325 T2 - Proceedings. 27. Workshop Computational Intelligence, Dortmund, 23. - 24. November 2017 TI - Optimizing the Structure of Nested Dichotomies: A Comparison of Two Heuristics ER -