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Large Margin Multi-task Metric Learning

#54 MAEA2 opened 5 years ago
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Breaking the \$1/\textbackslashsqrt\{n\}\$ Barrier: Faster Rates for Permutation-based Models in Polynomial Time

#53 MAEA2 opened 5 years ago
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Shallow vs. Deep Sum-Product Networks

#52 MAEA2 opened 5 years ago
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Theory II: Landscape of the Empirical Risk in Deep Learning

#51 MAEA2 opened 5 years ago
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2011 Learning Multi-modal Similarity

#50 MAEA2 opened 5 years ago
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2010 On the Limits of Dictatorial Classification

#49 MAEA2 opened 5 years ago
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BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

#48 MAEA2 opened 5 years ago
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マルチタスク学習と誘因両立性

#47 MAEA2 opened 5 years ago
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Regularization techniques for learning with matrices

#46 MAEA2 opened 5 years ago
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Generalizing from Several Related Classification Tasks to a New Unlabeled Sample

#45 MAEA2 opened 5 years ago
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Learning Multiple Tasks using Shared Hypotheses

#44 MAEA2 opened 5 years ago
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A Theoretical Analysis of Metric Hypothesis Transfer Learning

#43 MAEA2 opened 5 years ago
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Domain Adaptation with Multiple Sources

#42 MAEA2 opened 5 years ago
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Domain Adaptation: Learning Bounds and Algorithms

#41 MAEA2 opened 5 years ago
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Optimal Transport for Domain Adaptation

#40 MAEA2 opened 5 years ago
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Joint distribution optimal transportation for domain adaptation

#39 MAEA2 opened 5 years ago
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Asymmetric Multi-task Learning Based on Task Relatedness and Loss

#38 MAEA2 opened 5 years ago
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META-LEARNING AND UNIVERSALITY: DEEP REPRESENTATIONS AND GRADIENT DESCENT CAN APPROXIMATE ANY LEARNING ALGORITHM

#37 MAEA2 opened 5 years ago
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Domain Adaptation with Regularized Optimal Transport

#36 MAEA2 opened 5 years ago
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Wasserstein regularization for sparse multi-task regression

#35 MAEA2 opened 5 years ago
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Towards a Theoretical Understanding of Multi-task Learning

#34 MAEA2 opened 5 years ago
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A theoretical framework for deep transfer learning

#33 MAEA2 opened 5 years ago
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Regularized multi--task learning

#32 MAEA2 opened 5 years ago
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2018 Deep Asymmetric Multi-task Feature Learning

#31 MAEA2 opened 5 years ago
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2015 New Perspectives on k-Support and Cluster Norms

#30 MAEA2 opened 5 years ago
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2017 Trace Norm Regularised Deep Multi-Task Learning

#29 MAEA2 opened 5 years ago
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2009 Taking Advantage of Sparsity in Multi-Task Learning

#28 MAEA2 opened 5 years ago
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2012 Multi-task Regression using Minimal Penalties

#27 MAEA2 opened 5 years ago
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2006 Estimating Relatedness via Data Compression

#26 MAEA2 opened 5 years ago
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2013 Excess risk bounds for multitask learning with trace norm regularization

#25 MAEA2 opened 5 years ago
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2017 Identifying beneficial task relations for multi-task learning in deep neural networks

#24 MAEA2 opened 5 years ago
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2018 Unsupervised Multi-task Learning with Hierarchical Data Structure

#23 MAEA2 opened 5 years ago
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2013 Multilinear Multitask Learning

#22 MAEA2 opened 5 years ago
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2014 Multitask learning meets tensor factorization: task imputation via convex optimization

#21 MAEA2 opened 5 years ago
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2012 Cross-Domain Multitask Learning with Latent Probit Models

#20 MAEA2 opened 5 years ago
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2011 Multi-Task Learning in Heterogeneous Feature Spaces

#19 MAEA2 opened 5 years ago
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Robust Multi-Task Learning with t-Processes

#18 MAEA2 opened 5 years ago
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A convex formulation for learning shared structures from multiple tasks

#17 MAEA2 opened 5 years ago
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A Framework for Learning Predictive Structures from Multiple Tasks and Unlabeled Data

#16 MAEA2 opened 5 years ago
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Improved Multi-Task Learning Based on Local Rademacher Analysis

#15 MAEA2 opened 5 years ago
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On Kernel-base Multi-Task Learning

#14 MAEA2 opened 5 years ago
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Auxiliary Tasks in Multi-task Learning

#13 MAEA2 opened 5 years ago
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Lifelong multi-task multi-view learning using latent spaces

#12 MAEA2 opened 5 years ago
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Multi-task Learning of Pairwise Sequence Classification Tasks Over Disparate Label Spaces

#11 MAEA2 opened 5 years ago
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Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph Construction

#10 MAEA2 opened 5 years ago
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Learning General Purpose Distributed Sentence Representations via Large Scale Multi-task Learning

#9 MAEA2 opened 5 years ago
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Multi-Task Learning as Multi-Objective Optimization

#8 MAEA2 opened 5 years ago
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Generalization in Deep Learning

#7 MAEA2 opened 5 years ago
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Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics

#6 MAEA2 opened 5 years ago
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The Benefit of Group Sparsity

#5 MAEA2 opened 5 years ago
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