Statistical Learning
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Hidden Poison: Machine Unlearning Enables Camouflaged Poisoning Attacks
Neural Information Processing Systems
This paradigm has been challenged by practical deployments, which are more dynamic in nature.
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Flipped Classroom: Aligning Teacher Attention with Student in Generalized Category Discovery
Neural Information Processing Systems
Recent advancements have shown promise in applying traditional Semi-Supervised Learning strategies to the task of Generalized Category Discovery (GCD).
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HW-Aware-GPT-Bench
Neural Information Processing Systems
NA answer to this question will not be perceived well by the reviewers.
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Scaling Laws in Linear Regression: Compute, Parameters, and Data
Neural Information Processing Systems
From the perspective of statistical learning theory, (1) is rather intriguing. Moreover, they do not provide instance-wise matching lower bounds to verify the tightness of the upper bounds.
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