conftrace_

singular vector

15 papers

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Co-occurring keywords

matrix completion (356) singular value decomposition (222) universal adversarial perturbation (47) neural network vulnerability (10) singular vector decomposition (3) matrix approximation (89) cross-lingual sentiment analysis (9) additive error (14) safety training (19) power method (13)

Papers

Data-Free Universal Attack by Exploiting the Intrinsic Vulnerability of Deep Models AAAI 2025
Improve Safety Training of Large Language Models with Safety-Critical Singular Vectors Localization ACL 2025
Label Alignment Regularization for Distribution Shift JMLR 2024
Matrix Denoising with Doubly Heteroscedastic Noise: Fundamental Limits and Optimal Spectral Methods NIPS 2024
Generalized Leverage Scores: Geometric Interpretation and Applications ICML 2022
Unsupervised Ground Metric Learning Using Wasserstein Singular Vectors ICML 2022
Out-of-Distribution Detection Using Union of 1-Dimensional Subspaces CVPR 2021
Additive Error Guarantees for Weighted Low Rank Approximation ICML 2021
Unique Properties of Flat Minima in Deep Networks ICML 2020
Spectral Algorithms for Community Detection in Directed Networks JMLR 2020
State Aggregation Learning from Markov Transition Data NIPS 2019
Art of Singular Vectors and Universal Adversarial Perturbations CVPR 2018
Rank-One Matrix Pursuit for Matrix Completion ICML 2014
The Noisy Power Method: A Meta Algorithm with Applications NIPS 2014
Provable Tensor Factorization with Missing Data NIPS 2014