conftrace_

robust learning

120 papers

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Co-occurring keywords

label noise (498) noisy label (321) adversarial learning (1595) sample complexity (1169) robust optimization (307) adversarial robustness (1341) pac learning (283) domain adaptation (4595) graph neural network (3962) deep neural network (1803)

Papers

Robust Causal Graph Representation Learning against Confounding Effects AAAI 2023
Robustly Learning a Single Neuron via Sharpness ICML 2023
USER: Unsupervised Structural Entropy-Based Robust Graph Neural Network AAAI 2023
Robust Temporal Smoothness in Multi-Task Learning AAAI 2023
Robust Domain Adaptation for Machine Reading Comprehension AAAI 2023
Adaptive Sample Selection for Robust Learning Under Label Noise WACV 2023
Late Stopping: Avoiding Confidently Learning from Mislabeled Examples ICCV 2023
Explanation-based Finetuning Makes Models More Robust to Spurious Cues ACL 2023
Adversarially Robust Learning with Tolerance ALT 2023
Robust Methods for High-Dimensional Linear Learning JMLR 2023
Doubly-Robust Self-Training NIPS 2023
Efficient Testable Learning of Halfspaces with Adversarial Label Noise NIPS 2023
Combating Unknown Bias with Effective Bias-Conflicting Scoring and Gradient Alignment AAAI 2023
Reliable learning in challenging environments NIPS 2023
Combating Bilateral Edge Noise for Robust Link Prediction NIPS 2023
RONO: Robust Discriminative Learning With Noisy Labels for 2D-3D Cross-Modal Retrieval CVPR 2023
GSLB: The Graph Structure Learning Benchmark NIPS 2023
Attribute-Efficient PAC Learning of Low-Degree Polynomial Threshold Functions with Nasty Noise ICML 2023
Adversarially Robust Learning with Uncertain Perturbation Sets NIPS 2023
Learning From Noisy Labels With Decoupled Meta Label Purifier CVPR 2023
Out-of-Distributed Semantic Pruning for Robust Semi-Supervised Learning CVPR 2023
Robust Data Pruning under Label Noise via Maximizing Re-labeling Accuracy NIPS 2023
Multiple Robust Learning for Recommendation AAAI 2023
Robust Learning with Progressive Data Expansion Against Spurious Correlation NIPS 2023
Robust Learning for Multi-party Addressee Recognition with Discrete Addressee Codebook ACL 2023