作者
Zhi-Hua Zhou
Machine Learning
Multi-Label Learning with Global and Local Label Correlation
Learning to Generate Posters of Scientific Papers by Probabilistic Graphical Models
Comments 10 pages, submission to IEEE TPAMI. arXiv admin note: text overlap with arXiv:1604.01219
Sparse Learning for Large-scale and High-dimensional Data: A Randomized Convex-concave Optimization Approach
Comments Proceedings of the 27th International Conference on Algorithmic Learning Theory (ALT 2016)
A Simple Homotopy Proximal Mapping for Compressive Sensing
Comments In this version, we include simulation results and add more details in proofs
A Lower Bound Analysis of Population-based Evolutionary Algorithms for Pseudo-Boolean Functions
Classification under Streaming Emerging New Classes: A Solution using Completely Random Trees
Learning to Generate Posters of Scientific Papers
Comments in Proceedings of the 30th AAAI Conference on Artificial Intelligence (AAAI'16), Phoenix, AZ, 2016
Minimal Gated Unit for Recurrent Neural Networks
Stochastic Proximal Gradient Descent for Nuclear Norm Regularization
Transductive Optimization of Top k Precision
Online Stochastic Linear Optimization under One-bit Feedback
Multi-Label Active Learning from Crowds
Scalable Stochastic Alternating Direction Method of Multipliers
Efficient Optimization of Performance Measures by Classifier Adaptation
Comments 30 pages, 5 figures, to appear in IEEE Transactions on Pattern Analysis and Machine Intelligence, 2012
Journal ref IEEE Transactions on Pattern Analysis and Machine Intelligence, 2013, 35(6): 1370-1382
On the approximation ability of evolutionary optimization with application to minimum set cover
CUR Algorithm for Partially Observed Matrices
Large Margin Distribution Machine
Comments In: Proceedings of the 20th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD'14), New York, NY, 2014
Inductive Logic Boosting
Comments 19 pages, 2 figures
Analyzing Evolutionary Optimization in Noisy Environments
On the Doubt about Margin Explanation of Boosting
Comments 35 pages
Journal ref Artificial Intelligence 203:1-18 2013
Growth and band alignment of Bi2Se3 topological insulator on H-terminated Si(111) van der Waals surface
Comments 15 pages, 5 figures
Journal ref Appl. Phys. Lett. 102, 074106 (2013)
Towards Analyzing Crossover Operators in Evolutionary Search via General Markov Chain Switching Theorem
Multi-Instance Multi-Label Learning
Comments 64 pages, 10 figures; Artificial Intelligence, 2011
Journal ref Artificial Intelligence, 2012, 176(1): 2291-2320
Improving Semi-Supervised Support Vector Machines Through Unlabeled Instances Selection
Comments 14 pages, 11 figures
Multi-View Active Learning in the Non-Realizable Case
Comments 22 pages, 1 figure
Exploiting Unlabeled Data to Enhance Ensemble Diversity
Comments 10 pages, to appear in ICDM 2010
Weak Evolvability Equals Strong Evolvability
Comments This paper has been withdrawn by the authors
Multi-Instance Learning by Treating Instances As Non-I.I.D. Samples
Comments ICML, 2009
