Journal of Machine Learning Research
Journal of Machine Learning Research
ISSNs: 1532-4435, 1533-7928
Additional searchable ISSN (electronic): 1533-7928
MICROTOME PUBL, United States
Scopus rating (2023): CiteScore 18.8 SJR 2.796 SNIP 4.031
Journal
Research Output
- 2024
- Published
Classification with Deep Neural Networks and Logistic Loss
Zhang, Z., Shi, L. & Zhou, D., 2024, In: Journal of Machine Learning Research. 25, 125.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- Published
More Efficient Estimation of Multivariate Additive Models Based on Tensor Decomposition and Penalization
Liu, X., Lian, H. & Huang, J., 2024, In: Journal of Machine Learning Research. 25, 27 p., 161.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- Published
Nonparametric Regression Using Over-parameterized Shallow ReLU Neural Networks
Yang, Y. & Zhou, D., 2024, In: Journal of Machine Learning Research. 25, 165.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- 2023
- Published
Distributed Algorithms for U-statistics-based Empirical Risk Minimization
Chen, L., Wan, A. T., Zhang, S. & Zhou, Y., 2023, In: Journal of Machine Learning Research. 24, 263.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- 2022
- Published
Debiased Distributed Learning for Sparse Partial Linear Models in High Dimensions
Lv, S. & Lian, H., 2022, In: Journal of Machine Learning Research. 23, 2.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 9 - Published
Decimated Framelet System on Graphs and Fast G-Framelet Transforms
Zheng, X., Zhou, B., Wang, Y. G. & Zhuang, X., 2022, In: Journal of Machine Learning Research. 23, 18.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 15 - Published
Learning linear non-Gaussian directed acyclic graph with diverging number of nodes
Zhao, R., He, X. & Wang, J., 2022, In: Journal of Machine Learning Research. 23, 269.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 4 - Published
Statistical Rates of Convergence for Functional Partially Linear Support Vector Machines for Classification
Zhang, Y., Zhao, Y. & Lian, H., 2022, In: Journal of Machine Learning Research. 23, p. 1-24Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 3 - 2021
- Published
Partial policy iteration for L1-Robust Markov decision processes
Ho, C. P., Petrik, M. & Wiesemann, W., Oct 2021, In: Journal of Machine Learning Research. 22, 275.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 27 - Published
On ADMM in deep learning: Convergence and saturation-avoidance
Zeng, J., Lin, S., Yao, Y. & Zhou, D., 2021, In: Journal of Machine Learning Research. 22, 199.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 11 - 2020
- Published
Ultra-High Dimensional Single-Index Quantile Regression
Zhang, Y., Lian, H. & Yu, Y., Nov 2020, In: Journal of Machine Learning Research. 21, 224.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 11 - Published
High-dimensional Quantile Tensor Regression
Lu, W., Zhu, Z. & Lian, H., Oct 2020, In: Journal of Machine Learning Research. 21, 250.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 12 - Published
Distributed Kernel Ridge Regression with Communications
Lin, S., Wang, D. & Zhou, D., 2020, In: Journal of Machine Learning Research. 21, 38 p., 93.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 24 - 2019
- Published
Boosted Kernel Ridge Regression: Optimal Learning Rates and Early Stopping
Lin, S., Lei, Y. & Zhou, D., 2019, In: Journal of Machine Learning Research. 20, 46.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 16 - Published
Smooth neighborhood recommender systems
Dai, B., Wang, J., Shen, X. & Qu, A., 2019, In: Journal of Machine Learning Research. 20, 16.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 21 - 2018
- Published
Divide-and-Conquer for Debiased l1-norm Support Vector Machine in Ultra-high Dimensions
Lian, H. & Fan, Z., Aug 2018, In: Journal of Machine Learning Research. 18, 182.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 29 - Published
Convergence of unregularized online learning algorithms
Lei, Y., Shi, L. & Guo, Z., Apr 2018, In: Journal of Machine Learning Research. 18, 1Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 10 - 2017
- Published
Distributed learning with regularized least squares
Lin, S., Guo, X. & Zhou, D., Sept 2017, In: Journal of Machine Learning Research. 18, 92, p. 1-31Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 155 - Published
Distributed Semi-supervised Learning with Kernel Ridge Regression
Chang, X., Lin, S. & Zhou, D., 2017, In: Journal of Machine Learning Research. 18Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 89 - 2016
- Published
Iterative regularization for learning with convex loss functions
Lin, J., Rosasco, L. & Zhou, D., 1 May 2016, In: Journal of Machine Learning Research. 17, p. 1-38Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 26