conftrace_

feature noise

11 papers

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Co-occurring keywords · papers mentioning both

sample complexity (2) semi-supervised learning (2) relationship prediction (1) partial multi-label learning (1) view diversity (1) ranking prediction (1) graph attention mechanism (1) adversarial representation learning (1) randomized defense (1) image obfuscation (1)

Papers

Graph Attention is Not Always Beneficial: A Theoretical Analysis of Graph Attention Mechanisms via Contextual Stochastic Block Models ICML 2025 Understanding the Robustness of Randomized Feature Defense Against Query-Based Adversarial Attacks ICLR 2024 Freeze then Train: Towards Provable Representation Learning under Spurious Correlations and Feature Noise AISTATS 2023 Noisy adversarial representation learning for effective and efficient image obfuscation UAI 2023 Feature Noise Induces Loss Discrepancy Across Groups ICML 2020 Partial Multi-Label Learning via Multi-Subspace Representation IJCAI 2020 Rank Aggregation and Prediction with Item Features AISTATS 2017 Matrix Completion with Noisy Side Information NeurIPS 2015 Robust Feature-Sample Linear Discriminant Analysis for Brain Disorders Diagnosis NeurIPS 2015 An Analysis of Active Learning with Uniform Feature Noise AISTATS 2014 Co-Training with Insufficient Views ACML 2013