Efficient Inference of Flexible Interaction in Spiking-neuron Networks F Zhou, Y Zhang, J Zhu International Conference on Learning Representations 2021, 2020 | 13 | 2020 |
Efficient inference for dynamic flexible interactions of neural populations F Zhou, Q Kong, Z Deng, J Kan, Y Zhang, C Feng, J Zhu Journal of Machine Learning Research 23 (211), 1-49, 2022 | 9 | 2022 |
Nonlinear Hawkes processes in time-varying system F Zhou, Q Kong, Y Zhang, C Feng, J Zhu arXiv preprint arXiv:2106.04844, 2021 | 6 | 2021 |
Fair representation learning with unreliable labels Y Zhang, F Zhou, Z Li, Y Wang, F Chen International Conference on Artificial Intelligence and Statistics, 4655-4667, 2023 | 5 | 2023 |
A conditional Bayesian delay propagation model for large-scale railway traffic networks Y Zhang, R Li, T Guo, Z Li, Y Wang, F Chen Australasian Transport Research Forum, ATRF 2019-Proceedings, 2019 | 5 | 2019 |
Bias-Tolerant Fair Classification Y Zhang, F Zhou, Z Li, Y Wang, F Chen Asian Conference on Machine Learning, 840-855, 2021 | 2 | 2021 |
Mitigating label bias in machine learning: Fairness through confident learning Y Zhang, B Li, Z Ling, F Zhou Proceedings of the AAAI Conference on Artificial Intelligence 38 (15), 16917 …, 2024 | 1 | 2024 |
Bias Mitigation in Fine-tuning Pre-trained Models for Enhanced Fairness and Efficiency Y Zhang, F Zhou arXiv preprint arXiv:2403.00625, 2024 | | 2024 |
Deep Equilibrium Models are Almost Equivalent to Not-so-deep Explicit Models for High-dimensional Gaussian Mixtures Z Ling, L Li, Z Feng, Y Zhang, F Zhou, RC Qiu, Z Liao arXiv preprint arXiv:2402.02697, 2024 | | 2024 |
Integration-free Training for Spatio-temporal Multimodal Covariate Deep Kernel Point Processes Y Zhang, Q Kong, F Zhou Advances in Neural Information Processing Systems 36, 25031-25049, 2023 | | 2023 |
Out-of-Distribution Knowledge Distillation via Confidence Amendment Z Zhao, L Cao, Y Zhang arXiv preprint arXiv:2311.07975, 2023 | | 2023 |
De-biased Representation Learning for Fairness with Unreliable Labels Y Zhang, F Zhou, Z Li, Y Wang, F Chen arXiv preprint arXiv:2208.00651, 2022 | | 2022 |
Hawkes Process with Stochastic Triggering Kernel F Zhou, Y Zhang, Z Li, X Fan, Y Wang, A Sowmya, F Chen Advances in Knowledge Discovery and Data Mining: 23rd Pacific-Asia …, 2019 | | 2019 |