| ReproducedPapers.org: Openly teaching and structuring machine learning reproducibility | 1 | 0.38 | 2021 |
| Robust Domain-Adaptive Discriminant Analysis | 0 | 0.34 | 2021 |
| Consistency And Finite Sample Behavior Of Binary Class Probability Estimation | 0 | 0.34 | 2021 |
| Respecting Domain Relations: Hypothesis Invariance For Domain Generalization | 0 | 0.34 | 2020 |
| Making Learners (More) Monotone | 0 | 0.34 | 2020 |
| A Distribution Dependent and Independent Complexity Analysis of Manifold Regularization. | 0 | 0.34 | 2020 |
| Robust Importance-Weighted Cross-Validation Under Sample Selection Bias | 0 | 0.34 | 2019 |
| Multi-scale convolutional neural network for pixel-wise reconstruction of Van Gogh's drawings. | 0 | 0.34 | 2019 |
| A dissimilarity-based multiple instance learning approach for protein remote homology detection | 1 | 0.35 | 2019 |
| PRECISE: a domain adaptation approach to transfer predictors of drug response from pre-clinical models to tumors | 0 | 0.34 | 2019 |
| Gaussian Process Variance Reduction by Location Selection | 1 | 0.35 | 2019 |
| Minimizers of the Empirical Risk and Risk Monotonicity | 0 | 0.34 | 2019 |
| Open Problem - Monotonicity of Learning. | 0 | 0.34 | 2019 |
| Single Shot Active Learning using Pseudo Annotators. | 0 | 0.34 | 2018 |
| Semi-Generative Modelling: Domain Adaptation with Cause and Effect Features. | 0 | 0.34 | 2018 |
| Target Contrastive Pessimistic Discriminant Analysis. | 0 | 0.34 | 2018 |
| Template Matching via Densities on the Roto-Translation Group. | 4 | 0.41 | 2018 |
| A benchmark and comparison of active learning for logistic regression. | 6 | 0.44 | 2018 |
| Effects Of Sampling Skewness Of The Importance-Weighted Risk Estimator On Model Selection. | 0 | 0.34 | 2018 |
| Protein Remote Homology Detection Using Dissimilarity-Based Multiple Instance Learning. | 0 | 0.34 | 2018 |
| Contextual loss functions for optimization of convolutional neural networks generating pseudo CTs from MRI. | 0 | 0.34 | 2018 |
| Distance Based Source Domain Selection for Sentiment Classification. | 0 | 0.34 | 2018 |
| Gradient Descent for Gaussian Processes Variance Reduction. | 0 | 0.34 | 2018 |
| The Pessimistic Limits and Possibilities of Margin-based Losses in Semi-supervised Learning. | 0 | 0.34 | 2018 |
| Target contrastive pessimistic risk for robust domain adaptation. | 2 | 0.34 | 2017 |
| Projected Estimators for Robust Semi-supervised Classification. | 1 | 0.36 | 2017 |
| Supervised Scale-Regularized Linear Convolutionary Filters. | 0 | 0.34 | 2017 |
| Scale-Regularized Filter Learning. | 0 | 0.34 | 2017 |
| On Measuring and Quantifying Performance: Error Rates, Surrogate Loss, and an Example in SSL. | 0 | 0.34 | 2017 |
| Object-Extent Pooling for Weakly Supervised Single-Shot Localization. | 3 | 0.38 | 2017 |
| Nuclear Discrepancy for Active Learning. | 0 | 0.34 | 2017 |
| Label Stability in Multiple Instance Learning. | 2 | 0.38 | 2017 |
| Reproducible Pattern Recognition Research: The Case Of Optimistic Ssl | 0 | 0.34 | 2016 |
| Template Matching on the Roto-Translation Group. | 0 | 0.34 | 2016 |
| The Peaking Phenomenon in Semi-supervised Learning. | 0 | 0.34 | 2016 |
| Single- vs. multiple-instance classification | 10 | 0.52 | 2015 |
| Semi-hidden target recognition in gated viewer images fused with thermal IR images. | 4 | 0.41 | 2014 |
| Classification of COPD with Multiple Instance Learning | 1 | 0.35 | 2014 |
| Quantile Representation for Indirect Immunofluorescence Image Classification. | 0 | 0.34 | 2014 |
| Dissimilarity-Based Ensembles for Multiple Instance Learning | 16 | 0.58 | 2014 |
| Semi-supervised linear discriminant analysis through moment-constraint parameter estimation | 12 | 0.69 | 2014 |
| On classification with bags, groups and sets | 6 | 0.48 | 2014 |
| Metric Learning in Dissimilarity Space for Improved Nearest Neighbor Performance. | 7 | 0.47 | 2014 |
| FIDOS: A generalized Fisher based feature extraction method for domain shift | 6 | 0.44 | 2013 |
| Multi-spectral video endoscopy system for the detection of cancerous tissue | 6 | 0.61 | 2013 |
| Multiple instance learning with bag dissimilarities. | 38 | 0.98 | 2013 |
| On the informativeness of asymmetric dissimilarities | 6 | 0.49 | 2013 |
| Femoral cartilage segmentation in knee MRI scans using two stage voxel classification. | 0 | 0.34 | 2013 |
| Combining Instance Information to Classify Bags. | 5 | 0.42 | 2013 |
| Cascaded classifier for large-scale data applied to automatic segmentation of articular cartilage | 2 | 0.39 | 2012 |
