Efficient Euclidean projections in linear time
Large-scale sparse logistic regression
Accelerated singular value thresholding for matrix completion
A convex formulation for learning shared structures from multiple tasks
Modeling disease progression via fused sparse group lasso
A multi-task learning formulation for predicting disease progression
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD ’12
Proceedings of the 26th Annual International Conference on Machine Learning - ICML ’09
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD ’11
Proceedings of the 52nd Annual Design Automation Conference on - DAC ’15
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD ’09
Jieping Ye
Jianhui Chen
Jiayu Zhou
Xiaofei He
Debing Zhang
Mahmut Kandemir
DNA Copy Number Selection Using Robust Structured Sparsity-Inducing Norms
Learning incoherent sparse and low-rank patterns from multiple tasks
Efficient multi-task feature learning with calibration
Data movement aware computation partitioning
Learning Incoherent Sparse and Low-Rank Patterns from Multiple Tasks