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Towards the Memorization Effect of Neural Networks in Adversarial Training

Towards the Memorization Effect of Neural Networks in Adversarial Training

RobustLearning2022adversarialheuristicICLRMemorywow
LTD: Low Temperature Distillation for Robust Adversarial Training

LTD: Low Temperature Distillation for Robust Adversarial Training

RobustLearningadversarial2021distillationemmmarXivheuristic
Does Learning Require Memorization? A Short Tale about a Long Tail

Does Learning Require Memorization? A Short Tale about a Long Tail

RobustLearningDomainAdaption2020ACMMemorytheoreticaltheorywow
DropAttack: A Masked Weight Adversarial Training Method to Improve Generalization of Neural Networks

DropAttack: A Masked Weight Adversarial Training Method to Improve Generalization of Neural Networks

RobustLearning2022adversarialemmmheuristicICLRDropoutOptimization
What Neural Networks Memorize and Why: Discovering the Long Tail via Influence Estimation

What Neural Networks Memorize and Why: Discovering the Long Tail via Influence Estimation

RobustLearningDomainAdaption2020MemoryNIPStheoreticalwowlongtail
The Many Faces of Robustness: A Critical Analysis of Out-of-Distribution Generalization (DeepAugment

The Many Faces of Robustness: A Critical Analysis of Out-of-Distribution Generalization (DeepAugment

RobustLearningaugmentation2021emmmICCVgeneralizationDatasetempirical
Double Descent in Adversarial Training: An Implicit Label Noise Perspective

Double Descent in Adversarial Training: An Implicit Label Noise Perspective

RobustLearning2022adversarialICLROptimizationseminaltheoreticalwowoverfitting
Exploring Memorization in Adversarial Training

Exploring Memorization in Adversarial Training

RobustLearning2022adversarialemmmheuristicICLRMemoryOptimization
Flooding-X: Improving BERT’s Resistance to Adversarial Attacks via Loss-Restricted Fine-Tuning

Flooding-X: Improving BERT’s Resistance to Adversarial Attacks via Loss-Restricted Fine-Tuning

RobustLearning2022ACLadversarialheuristicnovelsmoothingflooding
FairRec: Fairness-aware News Recommendation with Decomposed Adversarial Learning

FairRec: Fairness-aware News Recommendation with Decomposed Adversarial Learning

RobustLearningRecommenderSystems2021AAAIemmmfairnessheuristicnews
Distributional Robustness Loss for Long-tail Learning

Distributional Robustness Loss for Long-tail Learning

RobustLearning
Graph Embedding for Recommendation against Attribute Inference Attacks

Graph Embedding for Recommendation against Attribute Inference Attacks

RobustLearningRecommenderSystems2021graphnoveltheoreticalWWWdifferentialprivacy
CPFair: Personalized Consumer and Producer Fairness Re-ranking for Recommender Systems

CPFair: Personalized Consumer and Producer Fairness Re-ranking for Recommender Systems

RobustLearningRecommenderSystems2022emmmheuristicSIGIRfairness
Distributional Robustness Loss for Long-tail Learning

Distributional Robustness Loss for Long-tail Learning

RobustLearning
Fairness among New Items in Cold Start Recommender Systems

Fairness among New Items in Cold Start Recommender Systems

RobustLearningRecommenderSystems2021fairnessheuristicnovelseminalSIGIRcoldstart
Distributional Robustness Loss for Long-tail Learning

Distributional Robustness Loss for Long-tail Learning

RobustLearning
Attacking Recommender Systems with Augmented User Profiles

Attacking Recommender Systems with Augmented User Profiles

GANRobustLearningRecommenderSystems2020adversarialattackemmmheuristicCIKM
Catch the Black Sheep: Unified Framework for Shilling Attack Detection Based on Fraudulent Action Pr

Catch the Black Sheep: Unified Framework for Shilling Attack Detection Based on Fraudulent Action Pr

RobustLearningRecommenderSystems2015adversarialgraphheuristicIJCAInoveldetection
Distributional Robustness Loss for Long-tail Learning

Distributional Robustness Loss for Long-tail Learning

RobustLearning
Distributional Robustness Loss for Long-tail Learning

Distributional Robustness Loss for Long-tail Learning

RobustLearning
Distributional Robustness Loss for Long-tail Learning

Distributional Robustness Loss for Long-tail Learning

RobustLearning
Distributional Robustness Loss for Long-tail Learning

Distributional Robustness Loss for Long-tail Learning

RobustLearning
Distributional Robustness Loss for Long-tail Learning

Distributional Robustness Loss for Long-tail Learning

RobustLearning
Distributional Robustness Loss for Long-tail Learning

Distributional Robustness Loss for Long-tail Learning

RobustLearning
Distributional Robustness Loss for Long-tail Learning

Distributional Robustness Loss for Long-tail Learning

RobustLearning
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