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implicit bia

107 papers

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Co-occurring keywords

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

On the Implicit Bias of Gradient Descent for Temporal Extrapolation AISTATS 2022
Reconstructing Training Data From Trained Neural Networks NIPS 2022
Implicit Bias of Linear Equivariant Networks ICML 2022
The Implicit Bias of Benign Overfitting COLT 2022
Towards Understanding Sharpness-Aware Minimization ICML 2022
A Study of Implicit Bias in Pretrained Language Models against People with Disabilities COLING 2022
The Neural Race Reduction: Dynamics of Abstraction in Gated Networks ICML 2022
Implicit Bias of SGD for Diagonal Linear Networks: a Provable Benefit of Stochasticity NIPS 2021
The Implicit Bias of Minima Stability: A View from Function Space NIPS 2021
Uncovering Implicit Gender Bias in Narratives through Commonsense Inference EMNLP 2021
Noisy Gradient Descent Converges to Flat Minima for Nonconvex Matrix Factorization AISTATS 2021
Asymmetric Heavy Tails and Implicit Bias in Gaussian Noise Injections ICML 2021
Implicit Bias of Linear RNNs ICML 2021
Learning with Gradient Descent and Weakly Convex Losses AISTATS 2021
What can linearized neural networks actually say about generalization? NIPS 2021
Understanding the wiring evolution in differentiable neural architecture search AISTATS 2021
Characterizing the implicit bias via a primal-dual analysis ALT 2021
On the Implicit Bias of Initialization Shape: Beyond Infinitesimal Mirror Descent ICML 2021
On the Explicit Role of Initialization on the Convergence and Implicit Bias of Overparametrized Linear Networks ICML 2021
The Implicit Bias for Adaptive Optimization Algorithms on Homogeneous Neural Networks ICML 2021
Can Implicit Bias Explain Generalization? Stochastic Convex Optimization as a Case Study NIPS 2020
Kernel and Rich Regimes in Overparametrized Models COLT 2020
Unsupervised Discovery of Implicit Gender Bias EMNLP 2020
Robust Recovery via Implicit Bias of Discrepant Learning Rates for Double Over-parameterization NIPS 2020
Implicit Bias in Deep Linear Classification: Initialization Scale vs Training Accuracy NIPS 2020