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2020 – today
- 2020
[c5]Mingchen Li, Mahdi Soltanolkotabi, Samet Oymak:
Gradient Descent with Early Stopping is Provably Robust to Label Noise for Overparameterized Neural Networks. AISTATS 2020: 4313-4324- [i6]Mingchen Li, Zili Zhou, Yanna Wang:
Multi-Fusion Chinese WordNet (MCW) : Compound of Machine Learning and Manual Correction. CoRR abs/2002.01761 (2020) - [i5]Mingchen Li, Gabtone. Clinton, Yijia Miao, Feng Gao:
Short Text Classification via Knowledge powered Attention with Similarity Matrix based CNN. CoRR abs/2002.03350 (2020) - [i4]Mingchen Li, Yahya Sattar, Christos Thrampoulidis, Samet Oymak:
Exploring Weight Importance and Hessian Bias in Model Pruning. CoRR abs/2006.10903 (2020) - [i3]Yao-Chun Chan, Mingchen Li, Samet Oymak:
On the Marginal Benefit of Active Learning: Does Self-Supervision Eat Its Cake? CoRR abs/2011.08121 (2020)
2010 – 2019
- 2019
- [c4]Samet Oymak, Zalan Fabian, Mingchen Li, Mahdi Soltanolkotabi:
Generalization, Adaptation and Low-Rank Representation in Neural Networks. ACSSC 2019: 581-585 - [i2]Mingchen Li, Mahdi Soltanolkotabi, Samet Oymak:
Gradient Descent with Early Stopping is Provably Robust to Label Noise for Overparameterized Neural Networks. CoRR abs/1903.11680 (2019) - [i1]Samet Oymak, Zalan Fabian, Mingchen Li, Mahdi Soltanolkotabi:
Generalization Guarantees for Neural Networks via Harnessing the Low-rank Structure of the Jacobian. CoRR abs/1906.05392 (2019) - 2018
- [j1]Luchao Tian
, Mingchen Li, Yu Hao, Jun Liu, Guyue Zhang, Yan Qiu Chen:
Robust 3-D Human Detection in Complex Environments With a Depth Camera. IEEE Trans. Multim. 20(9): 2249-2261 (2018) - 2017
- [c3]Jie You, Yufei Zhang, Mingchen Li, Kun Su, Fumin Zhang, Wencen Wu:
Cooperative parameter identification of advection-diffusion processes using a mobile sensor network. ACC 2017: 3230-3236 - [c2]Luchao Tian, Mingchen Li, Guyue Zhang, Jingwen Zhao, Yan Qiu Chen:
Robust human detection with super-pixel segmentation and random ferns classification using RGB-D camera. ICME 2017: 1542-1547 - 2016
- [c1]Luchao Tian, Guyue Zhang, Mingchen Li, Jun Liu, Yan Qiu Chen:
Reliably detecting humans in crowded and dynamic environments using RGB-D camera. ICME 2016: 1-6
Coauthor Index
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