Performance Analysis
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The Reliability of OKRidge Method in Solving Sparse Ridge Regression Problems
Neural Information Processing Systems
Sparse ridge regression problems play a significant role across various domains.
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Membership Inference on Text-to-image Diffusion Models via Conditional Likelihood Discrepancy
Neural Information Processing Systems
Membership inference arises in these contexts as a potential auditing method for detecting unauthorized data usage.
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SeT AR: Out-of-Distribution Detection with Selective Low-Rank Approximation
Neural Information Processing Systems
SeT AR enhances OOD detection via post-hoc modification of the model's
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