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Penghang Yin
Penghang Yin
Verified email at albany.edu
Title
Cited by
Cited by
Year
Minimization of for Compressed Sensing
P YIN, Y LOU, QI HE, J XIN
SIAM Journal on Scientific Computing 37 (1), A536-A563, 2015
3802015
Understanding Straight-Through Estimator in Training Activation Quantized Neural Nets
P Yin, J Lyu, S Zhang, S Osher, Y Qi, J Xin
International Conference on Learning Representations (ICLR), 2019
2692019
Computing Sparse Representation in a Highly Coherent Dictionary Based on Difference of L1 and L2
Y Lou, P Yin, Q He, J Xin
Journal of Scientific Computing 64 (1), 178-196, 2015
1582015
SCRABBLE: Single-Cell RNA-Seq Imputation Constrained by Bulk RNA-Seq Data
T Peng, Q Zhu, P Yin, K Tan
Genome Biology 20 (1), 88, 2019
1032019
Deep learning for real-time crime forecasting and its ternarization
B Wang, P Yin, AL Bertozzi, PJ Brantingham, SJ Osher, J Xin
Chinese Annals of Mathematics, 2019
1002019
Binaryrelax: A relaxation approach for training deep neural networks with quantized weights
P Yin, S Zhang, J Lyu, S Osher, Y Qi, J Xin
SIAM Journal on Imaging Sciences 11 (4), 2205-2223, 2018
902018
Ratio and Difference of l1 and l2 Norms and Sparse Representation with Coherent Dictionaries
P Yin, E Esser, J Xin
Communications in Information and Systems 14 (2), 87-109, 2014
812014
Blended coarse gradient descent for full quantization of deep neural networks
P Yin, S Zhang, J Lyu, S Osher, Y Qi, J Xin
Research in the Mathematical Sciences 6, 1-23, 2019
682019
Quantization and Training of Low Bit-Width Convolutional Neural Networks for Object Detection
P Yin, S Zhang, Y Qi, J Xin
Journal of Computational Mathematics, 2018
56*2018
Laplacian smoothing gradient descent
S Osher, B Wang, P Yin, X Luo, F Barekat, M Pham, A Lin
Research in the Mathematical Sciences 9 (3), 55, 2022
532022
Point Source Super-resolution Via Non-convex L1 Based Methods
Y Lou, P Yin, J Xin
Journal of Scientific Computing 68 (3), 1082-1100, 2016
492016
Non-ergodic Convergence Analysis of Heavy-Ball Algorithms
T Sun, P Yin, D Li, C Huang, L Guan, H Jiang
AAAI Conference on Artificial Intelligence (AAAI), 2019
472019
Computations of optimal transport distance with Fisher information regularization
W Li, P Yin, S Osher
Journal of Scientific Computing, 2017
452017
Transformed Schatten-1 Iterative Thresholding Algorithms for Low Rank Matrix Completion
S Zhang, P Yin, J Xin
Communications in Mathematical Sciences 15 (3), 839-862, 2017
31*2017
Adversarial defense via the data-dependent activation, total variation minimization, and adversarial training
B Wang, A Lin, P Yin, W Zhu, A L Bertozzi, S J Osher
Inverse Problems & Imaging, 2020
29*2020
Alternating direction method of multipliers with difference of convex functions
T Sun, P Yin, L Cheng, H Jiang
Advances in Computational Mathematics 44, 723-744, 2018
272018
PhaseLiftOff: an Accurate and Stable Phase Retrieval Method Based on Difference of Trace and Frobenius Norms
P Yin, J Xin
Communications in Mathematical Sciences 13 (4), 1033-1049, 2015
272015
Unbalanced and Partial L1 Monge–Kantorovich Problem: A Scalable Parallel First-Order Method
E Ryu, W Li, P Yin, S Osher
Journal of Scientific Computing, 2017
25*2017
Generalized Proximal Smoothing For Phase Retrieval
M Pham, P Yin, A Rana, S Osher, J Miao
Optics Express 27 (3), 2792-2808, 2019
172019
Stochastic Backward Euler: An Implicit Gradient Descent Algorithm for K-means Clustering
P Yin, M Pham, A Oberman, S Osher
Journal of Scientific Computing 77 (2), 1133-1146, 2018
152018
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