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Publication search results
found 64 matches
- 2021
- Tobias Hatt, Stefan Feuerriegel:
Estimating Average Treatment Effects via Orthogonal Regularization. CoRR abs/2101.08490 (2021) - Oussama Dhifallah, Yue M. Lu:
On the Inherent Regularization Effects of Noise Injection During Training. CoRR abs/2102.07379 (2021) - 2020
- Soojin Jang, Kyohoon Jin, Junhyeok An, Young Bin Kim
:
Regional Patch-Based Feature Interpolation Method for Effective Regularization. IEEE Access 8: 33658-33665 (2020) - Juncai He, Xiaodong Jia, Jinchao Xu, Lian Zhang, Liang Zhao:
Make ℓ 1 regularization effective in training sparse CNN. Comput. Optim. Appl. 77(1): 163-182 (2020) - Dennis Amelunxen, Martin Lotz
, Jake Walvin:
Effective Condition Number Bounds for Convex Regularization. IEEE Trans. Inf. Theory 66(4): 2501-2516 (2020) - Ivan Provilkov, Dmitrii Emelianenko, Elena Voita:
BPE-Dropout: Simple and Effective Subword Regularization. ACL 2020: 1882-1892 - Wei Hu, Zhiyuan Li, Dingli Yu:
Simple and Effective Regularization Methods for Training on Noisily Labeled Data with Generalization Guarantee. ICLR 2020 - Cheolhyoung Lee, Kyunghyun Cho, Wanmo Kang:
Mixout: Effective Regularization to Finetune Large-scale Pretrained Language Models. ICLR 2020 - Colin Wei, Sham M. Kakade, Tengyu Ma:
The Implicit and Explicit Regularization Effects of Dropout. ICML 2020: 10181-10192 - Pietro G. Di Stefano, James M. Hickey, Vlasios Vasileiou:
Counterfactual fairness: removing direct effects through regularization. CoRR abs/2002.10774 (2020) - Colin Wei, Sham M. Kakade, Tengyu Ma:
The Implicit and Explicit Regularization Effects of Dropout. CoRR abs/2002.12915 (2020) - Yue Ju, Tianshi Chen, Bi-Qiang Mu, Lennart Ljung:
On Effects of Condition Number of Regression Matrix upon Hyper-parameter Estimators for Kernel-based Regularization Methods. CoRR abs/2003.13435 (2020) - Eustasio del Barrio, Jean-Michel Loubes:
The statistical effect of entropic regularization in optimal transportation. CoRR abs/2006.05199 (2020) - Yigitcan Kaya, Sanghyun Hong, Tudor Dumitras:
On the Effectiveness of Regularization Against Membership Inference Attacks. CoRR abs/2006.05336 (2020) - Masanari Kimura, Ryohei Izawa:
Density Fixing: Simple yet Effective Regularization Method based on the Class Prior. CoRR abs/2007.03899 (2020) - Santiago Gonzalez, Risto Miikkulainen:
Effective Regularization Through Loss-Function Metalearning. CoRR abs/2010.00788 (2020) - Jingfeng Wu, Difan Zou, Vladimir Braverman, Quanquan Gu:
Direction Matters: On the Implicit Regularization Effect of Stochastic Gradient Descent with Moderate Learning Rate. CoRR abs/2011.02538 (2020) - Olivier Rukundo:
Effect of the regularization hyperparameter on deep learning-based segmentation in LGE-MRI. CoRR abs/2012.05661 (2020) - 2019
- Xueqi Ma, Dapeng Tao
, Weifeng Liu:
Effective human action recognition by combining manifold regularization and pairwise constraints. Multim. Tools Appl. 78(10): 13313-13329 (2019) - Lulu Tang
, Zhi-Xin Yang
, Kui Jia:
Canonical Correlation Analysis Regularization: An Effective Deep Multiview Learning Baseline for RGB-D Object Recognition. IEEE Trans. Cogn. Dev. Syst. 11(1): 107-118 (2019) - Motoki Sato, Jun Suzuki, Shun Kiyono:
Effective Adversarial Regularization for Neural Machine Translation. ACL (1) 2019: 204-210 - Zhanxing Zhu, Jingfeng Wu, Bing Yu, Lei Wu, Jinwen Ma:
The Anisotropic Noise in Stochastic Gradient Descent: Its Behavior of Escaping from Sharp Minima and Regularization Effects. ICML 2019: 7654-7663 - Yuanzhi Li, Colin Wei, Tengyu Ma:
Towards Explaining the Regularization Effect of Initial Large Learning Rate in Training Neural Networks. NeurIPS 2019: 11669-11680 - Nicolas Couellan
:
The coupling effect of Lipschitz regularization in deep neural networks. CoRR abs/1904.06253 (2019) - Gabriel Grand, Yonatan Belinkov:
Adversarial Regularization for Visual Question Answering: Strengths, Shortcomings, and Side Effects. CoRR abs/1906.08430 (2019) - Yuanzhi Li, Colin Wei, Tengyu Ma:
Towards Explaining the Regularization Effect of Initial Large Learning Rate in Training Neural Networks. CoRR abs/1907.04595 (2019) - Cheolhyoung Lee, Kyunghyun Cho, Wanmo Kang:
Mixout: Effective Regularization to Finetune Large-scale Pretrained Language Models. CoRR abs/1909.11299 (2019) - Ivan Provilkov, Dmitrii Emelianenko, Elena Voita:
BPE-Dropout: Simple and Effective Subword Regularization. CoRR abs/1910.13267 (2019) - Ke Sun, Bing Yu, Zhouchen Lin, Zhanxing Zhu:
Patch-level Neighborhood Interpolation: A General and Effective Graph-based Regularization Strategy. CoRR abs/1911.09307 (2019) - 2018
- Yong Zhao, Hong Qin, Xueying Zeng, Junli Xu, Junyu Dong:
Robust and effective mesh denoising using L0 sparse regularization. Comput. Aided Des. 101: 82-97 (2018)
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