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Works (10)

B Gu, ZY Huo, H Huang. Faster Derivative-Free Stochastic Algorithm for Shared Memory Machines

The 35th International Conference on Machine Learning (ICML 2018), pp. 2103- 2111
Journal article
Source: Self-asserted source
Heng Huang

FP Nie, H Huang, X Cai, C Ding. Efficient and Robust Feature Selection via Joint l2,1-Norms Minimization

Neural Information Processing Systems Conference (NeurIPS 2010)
Journal article
Source: Self-asserted source
Heng Huang

H Chen, H Xia, W Cai, H Huang. Error Analysis of Generalized Nystrom Kernel Regression

Neural Information Processing Systems (NeurIPS 2016)
Journal article
Source: Self-asserted source
Heng Huang

H Chen, XQ Wang, C Deng, H Huang. Group Sparse Additive Machine

Neural Information Processing Systems (NeurIPS 2017), pp. 197-207
Journal article
Source: Self-asserted source
Heng Huang

H Wang, FP Nie, H Huang, JW Yan, S Kim, SL Risacher, AJ Saykin, L Shen. High-Order Multi-Task Feature Learning to Identify Longitudinal Phenotypic Markers for Alzheimer Disease Progression Prediction

Neural Information Processing Systems Conference (NIPS 2012), pp. 1286-1294
Journal article
Source: Self-asserted source
Heng Huang

H Wang, FP Nie, H Huang. Robust and Discriminative Self-Taught Learning

The 30th International Conference on Machine Learning (ICML 2013), Journal of Machine Learning Research, W&CP, Vol. 28, No. 3, pp. 298-306
Journal article
Source: Self-asserted source
Heng Huang

HC Gao, J Pei, H Huang. Demystifying Dropout

The 36th International Conference on Machine Learning (ICML 2019)
Journal article
Source: Self-asserted source
Heng Huang

X Wang, J Yan, X Yao, S Kim, K Nho, SL Risacher, A Saykin, L Shen, H Huang. Longitudinal Genotype-Phenotype Association Study via Temporal Structure Auto-Learning Predictive Model

The 21st Annual International Conference on Research in Computational Molecular Biology (RECOMB 2017), pp. 287-302
Journal article
Source: Self-asserted source
Heng Huang

ZY Huo, B Gu, H Huang. Decoupled Parallel Backpropagation with Convergence Guarantee

The 35th International Conference on Machine Learning (ICML 2018), pp. 1807-1816
Journal article
Source: Self-asserted source
Heng Huang

ZY Huo, B Gu, H Huang. Training Neural Networks Using Features Replay

Neural Information Processing Systems (NeurIPS 2018), pp. 6660-6669
Journal article
Source: Self-asserted source
Heng Huang