High-dimensional model recovery from random sketched data by exploring intrinsic sparsity.
- Published in:
- Machine Learning, 2020, v. 109, n. 5, p. 899, doi. 10.1007/s10994-019-05865-4
- By:
- Publication type:
- Article
Works by Zhu, Shenghuo
Results: 12
1
2
A simple homotopy proximal mapping algorithm for compressive sensing.
- Published in:
- Machine Learning, 2019, v. 108, n. 6, p. 1019, doi. 10.1007/s10994-018-5772-7
- By:
- Publication type:
- Article
3
On Data Preconditioning for Regularized Loss Minimization.
- Published in:
- Machine Learning, 2016, v. 103, n. 1, p. 57, doi. 10.1007/s10994-015-5536-6
- By:
- Publication type:
- Article
4
An efficient primal dual prox method for non-smooth optimization.
- Published in:
- Machine Learning, 2015, v. 98, n. 3, p. 369, doi. 10.1007/s10994-014-5436-1
- By:
- Publication type:
- Article
5
Efficient distance metric learning by adaptive sampling and mini-batch stochastic gradient descent (SGD).
- Published in:
- Machine Learning, 2015, v. 99, n. 3, p. 353, doi. 10.1007/s10994-014-5456-x
- By:
- Publication type:
- Article
6
Regret bounded by gradual variation for online convex optimization.
- Published in:
- Machine Learning, 2014, v. 95, n. 2, p. 183, doi. 10.1007/s10994-013-5418-8
- By:
- Publication type:
- Article
7
Detecting communities and their evolutions in dynamic social networks-a Bayesian approach.
- Published in:
- Machine Learning, 2011, v. 82, n. 2, p. 157, doi. 10.1007/s10994-010-5214-7
- By:
- Publication type:
- Article
8
Community discovery using nonnegative matrix factorization.
- Published in:
- Data Mining & Knowledge Discovery, 2011, v. 22, n. 3, p. 493, doi. 10.1007/s10618-010-0181-y
- By:
- Publication type:
- Article
9
Finding multiple stable clusterings.
- Published in:
- Knowledge & Information Systems, 2017, v. 51, n. 3, p. 991, doi. 10.1007/s10115-016-0998-9
- By:
- Publication type:
- Article
10
FacetCube: a general framework for non-negative tensor factorization.
- Published in:
- Knowledge & Information Systems, 2013, v. 37, n. 1, p. 155, doi. 10.1007/s10115-012-0566-x
- By:
- Publication type:
- Article
11
Using discriminant analysis for multi-class classification: an experimental investigation.
- Published in:
- Knowledge & Information Systems, 2006, v. 10, n. 4, p. 453, doi. 10.1007/s10115-006-0013-y
- By:
- Publication type:
- Article
12
Hierarchical document classification using automatically generated hierarchy.
- Published in:
- Journal of Intelligent Information Systems, 2007, v. 29, n. 2, p. 211, doi. 10.1007/s10844-006-0019-7
- By:
- Publication type:
- Article