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Convex Optimization

8 papers

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Papers

Complexity of Vector-valued Prediction: From Linear Models to Stochastic Convex Optimization ALT 2026
Accelerated Mirror Descent for Non-Euclidean Star-convex Functions ALT 2026
Non-Convex Matrix Completion and Related Problems via Strong Duality JMLR 2019
An equivalence between high dimensional Bayes optimal inference and M-estimation NIPS 2016
Maximum Volume Clustering: A New Discriminative Clustering Approach JMLR 2013
Recovery of Sparse Probability Measures via Convex Programming NIPS 2012
Supervised Exponential Family Principal Component Analysis via Convex Optimization NIPS 2008
Bundle Methods for Machine Learning NIPS 2007