Stebėti
Jiaye Teng
Jiaye Teng
Patvirtintas el. paštas mails.tsinghua.edu.cn - Pagrindinis puslapis
Pavadinimas
Cituota
Cituota
Metai
Adversarial Robustness Certificates: a Randomized Smoothing Approach
J Teng, GH Lee, Y Yuan
332020
On uni-modal feature learning in supervised multi-modal learning
C Du, J Teng, T Li, Y Liu, T Yuan, Y Wang, Y Yuan, H Zhao
International Conference on Machine Learning, 8632-8656, 2023
232023
Fighting fire with fire: Avoiding dnn shortcuts through priming
C Wen, J Qian, J Lin, J Teng, D Jayaraman, Y Gao
International Conference on Machine Learning (ICML 2022), 23723-23750, 2022
172022
Predictive inference with feature conformal prediction
J Teng, C Wen, D Zhang, Y Bengio, Y Gao, Y Yuan
The Eleventh International Conference on Learning Representations (ICLR 2023), 2022
152022
T-sci: A two-stage conformal inference algorithm with guaranteed coverage for cox-mlp
J Teng, Z Tan, Y Yuan
International Conference on Machine Learning (ICML 2021), 10203-10213, 2021
122021
Can pretext-based self-supervised learning be boosted by downstream data? a theoretical analysis
J Teng, W Huang, H He
International Conference on Artificial Intelligence and Statistics, 4198-4216, 2022
82022
Towards data-algorithm dependent generalization: a case study on overparameterized linear regression
J Xu, J Teng, Y Yuan, A Yao
Advances in Neural Information Processing Systems 36, 2024
6*2024
High-resolution probabilistic load forecasting: A learning ensemble approach
C Lu, J Liang, W Jiang, J Teng, C Wu
Journal of the Franklin Institute 360 (6), 4272-4296, 2023
62023
Benign Overfitting in Classification: Provably Counter Label Noise with Larger Models
K Wen, J Teng, J Zhang
The Eleventh International Conference on Learning Representations (ICLR 2023), 2022
6*2022
Towards Understanding Generalization via Decomposing Excess Risk Dynamics
J Teng, J Ma, Y Yuan
ICLR, arXiv preprint arXiv:2106.06153, 2021
42021
Lower Generalization Bounds for GD and SGD in Smooth Stochastic Convex Optimization
P Zhang, J Teng, J Zhang
arXiv preprint arXiv:2303.10758, 2023
12023
Finding Generalization Measures by Contrasting Signal and Noise
J Teng, B Zhang, R Li, H He, Y Wang, Y Tian, Y Yuan
International Conference on Machine Learning (ICML 2023), 2023
2023
Anomaly Detection with Test Time Augmentation and Consistency Evaluation
H He, J Teng, Y Yuan
arXiv preprint arXiv:2206.02345, 2022
2022
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