conftrace_

trace norm regularization

14 papers

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Co-occurring keywords

matrix completion (356) trace norm (19) low-rank matrix (174) low-rank approximation (323) collaborative filtering (300) convex optimization (1321) multi-task learning (2575) excess risk bound (38) low-rank representation (71) low rank matrix (29)

Papers

Improved Bounds for Multi-task Learning with Trace Norm Regularization COLT 2023
Multi-task Representation Learning with Stochastic Linear Bandits AISTATS 2023
Trace norm regularization for multi-task learning with scarce data COLT 2022
Partial Multi-Label Learning with Noisy Label Identification AAAI 2020
Leveraging Low-Rank Relations Between Surrogate Tasks in Structured Prediction ICML 2019
Matrix Completion with the Trace Norm: Learning, Bounding, and Transducing JMLR 2014
Excess risk bounds for multitask learning with trace norm regularization COLT 2013
On the Linear Convergence of the Proximal Gradient Method for Trace Norm Regularization NIPS 2013
Matrix Completion From any Given Set of Observations NIPS 2013
A New Convex Relaxation for Tensor Completion NIPS 2013
Primal-Dual methods for sparse constrained matrix completion AISTATS 2012
Collaborative Filtering with the Trace Norm: Learning, Bounding, and Transducing COLT 2011
Trace Lasso: a trace norm regularization for correlated designs NIPS 2011
Collaborative Filtering in a Non-Uniform World: Learning with the Weighted Trace Norm NIPS 2010