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implicit bia

107 papers

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gradient descent (1144) neural network (6616) gradient flow (142) stochastic gradient descent (1091) large language model (13587) relu network (143) language model (4599) gender bia (435) generalization bound (652) mirror descent (148)

Papers

Implicit Bias of Mirror Flow on Separable Data NIPS 2024
How JEPA Avoids Noisy Features: The Implicit Bias of Deep Linear Self Distillation Networks NIPS 2024
Implicit Optimization Bias of Next-token Prediction in Linear Models NIPS 2024
A Comparative Study of Explicit and Implicit Gender Biases in Large Language Models via Self-evaluation COLING 2024
The Price of Implicit Bias in Adversarially Robust Generalization NIPS 2024
Do *they* mean ‘us’? Interpreting Referring Expression variation under Intergroup Bias EMNLP 2024
Implicit Bias in Noisy-SGD: With Applications to Differentially Private Training AISTATS 2024
A Study of Implicit Ranking Unfairness in Large Language Models EMNLP 2024
The Implicit Bias of Adam on Separable Data NIPS 2024
Towards Implicit Bias Detection and Mitigation in Multi-Agent LLM Interactions EMNLP 2024
The Implicit Bias of Gradient Descent on Separable Multiclass Data NIPS 2024
The Implicit Bias of Heterogeneity towards Invariance: A Study of Multi-Environment Matrix Sensing NIPS 2024
RAt: Injecting Implicit Bias for Text-To-Image Prompt Refinement Models EMNLP 2024
Mechanics of Next Token Prediction with Self-Attention AISTATS 2024
Covert Bias: The Severity of Social Views’ Unalignment in Language Models Towards Implicit and Explicit Opinion EMNLP 2024
On the Dynamics Under the Unhinged Loss and Beyond JMLR 2023
Implicit Bias of Gradient Descent for Mean Squared Error Regression with Two-Layer Wide Neural Networks JMLR 2023
Understanding Incremental Learning of Gradient Descent: A Fine-grained Analysis of Matrix Sensing ICML 2023
The Implicit Bias of Benign Overfitting JMLR 2023
Implicit Bias of Gradient Descent for Logistic Regression at the Edge of Stability NIPS 2023
Abide by the law and follow the flow: conservation laws for gradient flows NIPS 2023
On the Implicit Bias of Linear Equivariant Steerable Networks NIPS 2023
Minimum norm interpolation by perceptra: Explicit regularization and implicit bias NIPS 2023
The Double-Edged Sword of Implicit Bias: Generalization vs. Robustness in ReLU Networks NIPS 2023
On the Implicit Geometry of Cross-Entropy Parameterizations for Label-Imbalanced Data AISTATS 2023