SignsGD via zeroth-order oracle
- Sijia Liu
- Pin-Yu Chen
- et al.
- 2019
- ICLR 2019
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75 results for Sijia Liu
CNN-Cert: An efficient framework for certifying robustness of convolutional neural networks
- Akhilan Boopathy
- Tsui Wei Weng
- et al.
- 2019
- AAAI 2019
AutoZOOM: Autoencoder-based zeroth order optimization method for attacking black-box neural networks
- Chun-Chen Tu
- Paishun Ting
- et al.
- 2019
- AAAI 2019
Zeroth-order stochastic variance reduction for nonconvex optimization
- Sijia Liu
- Bhavya Kailkhura
- et al.
- 2018
- NeurIPS 2018
Certified Interpretability Robustness for Class Activation Mapping
- Alex Gu
- Tsui-Wei Weng
- et al.
- 2020
- NeurIPS 2020
General and Scalable Optimization for Robust AI
- Sijia Liu
- 2023
- AAAI 2023
Adversarial Data Augmentation Improves Unsupervised Machine Learning
- Chia-Yi Hsu
- Pin-Yu Chen
- et al.
- 2021
- ICLR 2021
StructADMM: Achieving Ultrahigh Efficiency in Structured Pruning for DNNs
- Tianyun Zhang
- Shaokai Ye
- et al.
- 2022
- IEEE TNNLS
Improved Linear Convergence of Training CNNs with Generalizability Guarantees: A One-Hidden-Layer Case
- Shuai Zhang
- Meng Wang
- et al.
- 2021
- IEEE TNNLS
Learning on Transformers is Provable Low-Rank and Sparse: A One-layer Analysis
- Hongkang Li
- Meng Wang
- et al.
- 2024
- SAM 2024