Surprisingly, and despite the extensive work on multiple kernel learning for SVMs, there has been no work in the area of metric learning with multiple kernel learning. In this paper we fill this gap and present a general approach for metric learning with multiple kernel learning. Our approach ...
In this paper, we consider the multi-task metric learning problem, i.e., the problem of learning multiple metrics from several correlated tasks simultaneously. Despite the importance, there are only a limited number of approaches in this field. While the existing methods often straightforwardly ex...
Metric-based Regularization and Temporal Ensemble for Multi-task Learning using Heterogeneous Unsupervised TasksByung Cheol SongDae Ha KimSeung Hyun Lee
Instead of doing it by yourself, you can simply use OML for your purposes. What is the difference between Open Metric Learning and PyTorch Metric Learning? PML is the popular library for Metric Learning, and it includes a rich collection of losses, miners, distances, and reducers; that is ...
Most of distance metric learning algorithms usually learn a single distance metric over the single-view data and cannot directly exploit multi-view data. In many visual classification applications, we have access to multi-view feature representations. To exploit more discriminative information for classif...
For instance, we represent each domain with an input instance, and represent each protein in organisms with a bag of instances, and treat each biological function as an output label. Thus, the protein function prediction prob- lem is naturally and inherently MIL learning tasks. hdrttishhe:imsa...
Storage/storageAccounts/storageTasks Microsoft.Storage/storageAccounts/tableServices Microsoft.Storage/storageTasks Microsoft.StorageActions/storageTasks Microsoft.StorageCache/amlFilesystems Microsoft.StorageCache/caches Microsoft.StorageMover/storageMovers Microsoft.StorageSync/storageSyncServices Microsof...
Storage/storageAccounts/storageTasks Microsoft.Storage/storageAccounts/tableServices Microsoft.Storage/storageTasks Microsoft.StorageActions/storageTasks Microsoft.StorageCache/amlFilesystems Microsoft.StorageCache/caches Microsoft.StorageMover/storageMovers Microsoft.StorageSync/storageSyncServices Microsoft.Storage...
Storage/storageAccounts/storageTasks Microsoft.Storage/storageAccounts/tableServices Microsoft.Storage/storageTasks Microsoft.StorageActions/storageTasks Microsoft.StorageCache/amlFilesystems Microsoft.StorageCache/caches Microsoft.StorageMover/storageMovers Microsoft.StorageSync/storageSyncServices M...
Storage/storageTasks Microsoft.StorageActions/storageTasks Microsoft.StorageCache/amlFilesystems Microsoft.StorageCache/caches Microsoft.StorageMover/storageMovers Microsoft.StorageSync/storageSyncServices Microsoft.StorageTasks/storageTasks Microsoft.StreamAnalytics/streamingjobs Microsoft.Synapse/workspaces M...