Tianyi Chen
Tianyi Chen
Machine Learning Scientist II, Microsoft
Verified email at microsoft.com
Title
Cited by
Cited by
Year
A Reduced-Space Algorithm for Minimizing -Regularized Convex Functions
T Chen, FE Curtis, DP Robinson
SIAM Journal on Optimization 27 (3), 1583-1610, 2017
162017
Evolution of co-operation among mobile agents with different influence
Z Wang, T Chen, X Wang, J Jin, M Li
Physica A: Statistical Mechanics and its Applications 392 (19), 4655-4662, 2013
112013
Orthant Based Proximal Stochastic Gradient Method for -Regularized Optimization
T Chen, T Ding, B Ji, G Wang, J Tian, Y Shi, S Yi, X Tu, Z Zhu
European Conference on Machine Learning, 2020
82020
Generative Adversarial Network for Handwritten Text
B Ji, T Chen
arXiv 1907 (1907.11845), 2019
82019
FaRSA for ℓ1-regularized convex optimization: local convergence and numerical experience
T Chen, FE Curtis, DP Robinson
Optimization Methods and Software 33 (2), 396-415, 2018
62018
A Fast Reduced-Space Algorithmic Framework for Sparse Optimization
T Chen
Johns Hopkins University, 2018
52018
Half-space proximal stochastic gradient method for group-sparsity regularized problem
T Chen, G Wang, T Ding, B Ji, S Yi, Z Zhu
arXiv preprint arXiv:2009.12078, 2020
2*2020
Neural network compression via sparse optimization
T Chen, B Ji, Y Shi, T Ding, B Fang, S Yi, X Tu
arXiv preprint arXiv:2011.04868, 2020
12020
Only Train Once: A One-Shot Neural Network Training And Pruning Framework
T Chen, B Ji, T Ding, B Fang, G Wang, Z Zhu, L Liang, Y Shi, S Yi, X Tu
NeurIPS 2021, 2021
2021
Object detection and segmentation for inking applications
Y Shi, A Orazaev, T Chen, S Yi
US Patent App. 16/360,006, 2020
2020
Spatially sparse convolutional neural networks for inking applications
T Chen, Y Shi, S Yi
US Patent App. 16/355,702, 2020
2020
System and method for drawing beautification
T Chen, X Tu, S Yi, KT Beck, RL Townsend, ML Fu
US Patent 10,733,710, 2020
2020
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