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journals/ml/FernandesAGA21 share record
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Sofia Fernandes , Mário Antunes , Diogo Gomes , Rui L. Aguiar : Misalignment problem in matrix decomposition with missing values. Mach. Learn. 110 (11 ) : 3157-3175 (2021 )export record
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journals/ml/FernandezBC21 share record
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Javier Fernández , Luke Bornn , Daniel Cervone : A framework for the fine-grained evaluation of the instantaneous expected value of soccer possessions. Mach. Learn. 110 (6 ) : 1389-1427 (2021 )share record
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Charles W. L. Gadd , Sara Wade , Akeel A. Shah : Pseudo-marginal Bayesian inference for Gaussian process latent variable models. Mach. Learn. 110 (6 ) : 1105-1143 (2021 )share record
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Luc Giffon , Valentin Emiya , Hachem Kadri , Liva Ralaivola : QuicK-means: accelerating inference for K-means by learning fast transforms. Mach. Learn. 110 (5 ) : 881-905 (2021 )share record
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Giorgio Gnecco , Federico Nutarelli , Daniela Selvi : Optimal data collection design in machine learning: the case of the fixed effects generalized least squares panel data model. Mach. Learn. 110 (7 ) : 1549-1584 (2021 )share record
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Henry Gouk , Eibe Frank , Bernhard Pfahringer , Michael J. Cree : Regularisation of neural networks by enforcing Lipschitz continuity. Mach. Learn. 110 (2 ) : 393-416 (2021 )export record
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journals/ml/HaddenhorstBH21 share record
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Björn Haddenhorst , Viktor Bengs , Eyke Hüllermeier : On testing transitivity in online preference learning. Mach. Learn. 110 (8 ) : 2063-2084 (2021 )share record
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David J. Hand , Peter Christen , Nishadi Kirielle : F*: an interpretable transformation of the F-measure. Mach. Learn. 110 (3 ) : 451-456 (2021 )share record
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Josiah P. Hanna , Siddharth Desai , Haresh Karnan , Garrett Warnell , Peter Stone : Grounded action transformation for sim-to-real reinforcement learning. Mach. Learn. 110 (9 ) : 2469-2499 (2021 )share record
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Josiah P. Hanna , Scott Niekum , Peter Stone : Importance sampling in reinforcement learning with an estimated behavior policy. Mach. Learn. 110 (6 ) : 1267-1317 (2021 )export record
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journals/ml/Heinze-DemlM21 share record
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Christina Heinze-Deml , Nicolai Meinshausen : Conditional variance penalties and domain shift robustness. Mach. Learn. 110 (2 ) : 303-348 (2021 )share record
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Emily P. Hendryx , Beatrice M. Riviere , Craig G. Rusin : An extended DEIM algorithm for subset selection and class identification. Mach. Learn. 110 (4 ) : 621-650 (2021 )export record
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journals/ml/HullermeierW21 share record
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Eyke Hüllermeier , Willem Waegeman : Aleatoric and epistemic uncertainty in machine learning: an introduction to concepts and methods. Mach. Learn. 110 (3 ) : 457-506 (2021 )share record
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Alihan Hüyük , Cem Tekin : Multi-objective multi-armed bandit with lexicographically ordered and satisficing objectives. Mach. Learn. 110 (6 ) : 1233-1266 (2021 )share record
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Haiyan Jiang , Haoyi Xiong , Dongrui Wu , Ji Liu , Dejing Dou : AgFlow: fast model selection of penalized PCA via implicit regularization effects of gradient flow. Mach. Learn. 110 (8 ) : 2131-2150 (2021 )share record
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Jinhong Jung , Lee Sael : Correction to: Fast and accurate pseudoinverse with sparse matrix reordering and incremental approach. Mach. Learn. 110 (2 ) : 449 (2021 )share record
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Jinhong Jung , Lee Sael : Correction to: Fast and accurate pseudoinverse with sparse matrix reordering and incremental approach. Mach. Learn. 110 (3 ) : 619-620 (2021 )share record
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Bo Kang , Dario García-García , Jefrey Lijffijt , Raúl Santos-Rodríguez , Tijl De Bie : Conditional t-SNE: more informative t-SNE embeddings. Mach. Learn. 110 (10 ) : 2905-2940 (2021 )export record
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journals/ml/KerdoncuffES21 share record
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Tanguy Kerdoncuff , Rémi Emonet , Marc Sebban : Sampled Gromov Wasserstein. Mach. Learn. 110 (8 ) : 2151-2186 (2021 )share record
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Jungtaek Kim , Michael McCourt , Tackgeun You , Saehoon Kim , Seungjin Choi : Bayesian optimization with approximate set kernels. Mach. Learn. 110 (5 ) : 857-879 (2021 )export record
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journals/ml/KlopfensteinV21 share record
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Quentin Klopfenstein , Samuel Vaiter : Linear support vector regression with linear constraints. Mach. Learn. 110 (7 ) : 1939-1974 (2021 )share record
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Hao Kong , Canyi Lu , Zhouchen Lin : Tensor Q-rank: new data dependent definition of tensor rank. Mach. Learn. 110 (7 ) : 1867-1900 (2021 )share record
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Anna-Kathrin Kopetzki , Stephan Günnemann : Reachable sets of classifiers and regression models: (non-)robustness analysis and robust training. Mach. Learn. 110 (6 ) : 1175-1197 (2021 )export record
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journals/ml/KottkeHSHKS21 share record
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Daniel Kottke , Marek Herde , Christoph Sandrock , Denis Huseljic , Georg Krempl , Bernhard Sick : Toward optimal probabilistic active learning using a Bayesian approach. Mach. Learn. 110 (6 ) : 1199-1231 (2021 )export record
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journals/ml/KoziarskiBW21 share record
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Michal Koziarski , Colin Bellinger , Michal Wozniak : RB-CCR: Radial-Based Combined Cleaning and Resampling algorithm for imbalanced data classification. Mach. Learn. 110 (11 ) : 3059-3093 (2021 )share record
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Bartosz Krawczyk : Tensor decision trees for continual learning from drifting data streams. Mach. Learn. 110 (11 ) : 3015-3035 (2021 )export record
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journals/ml/KrishnanBFFR21 share record
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Srivatsan Krishnan , Behzad Boroujerdian , William Fu , Aleksandra Faust , Vijay Janapa Reddi : Air Learning: a deep reinforcement learning gym for autonomous aerial robot visual navigation. Mach. Learn. 110 (9 ) : 2501-2540 (2021 )share record
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Dalibor Krleza , Boris Vrdoljak , Mario Brcic : Statistical hierarchical clustering algorithm for outlier detection in evolving data streams. Mach. Learn. 110 (1 ) : 139-184 (2021 )share record
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Yuxi Li , Alborz Geramifard , Lihong Li , Csaba Szepesvári , Tao Wang : Guest editorial: special issue on reinforcement learning for real life. Mach. Learn. 110 (9 ) : 2291-2293 (2021 )share record
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Ximing Li , Yang Wang , Jihong Ouyang , Meng Wang : Topic extraction from extremely short texts with variational manifold regularization. Mach. Learn. 110 (5 ) : 1029-1066 (2021 )