Chaobing Song
Orcid: 0000-0002-1022-971X
According to our database1,
Chaobing Song
authored at least 29 papers
between 2013 and 2023.
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Bibliography
2023
Accelerated Cyclic Coordinate Dual Averaging with Extrapolation for Composite Convex Optimization.
Proceedings of the International Conference on Machine Learning, 2023
Cyclic Block Coordinate Descent With Variance Reduction for Composite Nonconvex Optimization.
Proceedings of the International Conference on Machine Learning, 2023
2022
A Stochastic Halpern Iteration with Variance Reduction for Stochastic Monotone Inclusion Problems.
CoRR, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
A Fast Scale-Invariant Algorithm for Non-negative Least Squares with Non-negative Data.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Stochastic Halpern Iteration with Variance Reduction for Stochastic Monotone Inclusions.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
2021
SIAM J. Optim., 2021
Fast Cyclic Coordinate Dual Averaging with Extrapolation for Generalized Variational Inequalities.
CoRR, 2021
Variance Reduction via Primal-Dual Accelerated Dual Averaging for Nonsmooth Convex Finite-Sums.
Proceedings of the 38th International Conference on Machine Learning, 2021
2020
Stochastic Variance Reduction via Accelerated Dual Averaging for Finite-Sum Optimization.
CoRR, 2020
Learning Diverse and Discriminative Representations via the Principle of Maximal Coding Rate Reduction.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
2019
Towards Unified Acceleration of High-Order Algorithms under Hölder Continuity and Uniform Convexity.
CoRR, 2019
2018
2017
Accelerated Stochastic Greedy Coordinate Descent by Soft Thresholding Projection onto Simplex.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the 29th IEEE International Conference on Tools with Artificial Intelligence, 2017
2016
Alternating direction algorithms for ℓ<sub>0</sub> regularization in compressed sensing.
CoRR, 2016
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
2015
Proceedings of the IEEE International Symposium on Information Theory, 2015
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
2014
Improved Analysis for Subspace Pursuit Algorithm in Terms of Restricted Isometry Constant.
IEEE Signal Process. Lett., 2014
2013
Improved Analyses for SP and CoSaMP Algorithms in Terms of Restricted Isometry Constants.
CoRR, 2013
CoRR, 2013
New bounds Under Restricted Isometry for the exact k-sparse recovery via ℓ<sub>q</sub> minimization.
CoRR, 2013