conftrace_

fisher information

106 papers

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FI

Co-occurring keywords

bayesian inference (1907) neural network (6616) fisher information matrix (46) information theory (491) transfer learning (5449) information geometry (37) continual learning (1181) catastrophic forgetting (958) maximum likelihood (255) neural network optimization (1293)

Papers

Fisher Mask Nodes for Language Model Merging COLING 2024
Categorical Flow Matching on Statistical Manifolds NIPS 2024
Layer-Wise Auto-Weighting for Non-Stationary Test-Time Adaptation WACV 2024
Fisher information dissipation for time-inhomogeneous stochastic differential equations JMLR 2024
Parameter Disparities Dissection for Backdoor Defense in Heterogeneous Federated Learning NIPS 2024
Fundamental Limits of Non-Linear Low-Rank Matrix Estimation COLT 2024
FUN with Fisher: Improving Generalization of Adapter-Based Cross-lingual Transfer with Scheduled Unfreezing NAACL 2024
Optimal Preconditioning and Fisher Adaptive Langevin Sampling NIPS 2023
Information Geometry of the Retinal Representation Manifold NIPS 2023
Fisher Information Embedding for Node and Graph Learning ICML 2023
Estimating Noise Correlations Across Continuous Conditions With Wishart Processes NIPS 2023
On Surgical Fine-tuning for Language Encoders EMNLP 2023
High-dimensional Location Estimation via Norm Concentration for Subgamma Vectors ICML 2023
Dynamic Personalized Federated Learning with Adaptive Differential Privacy NIPS 2023
Uncertainty Estimation for Safety-critical Scene Segmentation via Fine-grained Reward Maximization NIPS 2023
Adversarial robustness of amortized Bayesian inference ICML 2023
Fisher information lower bounds for sampling ALT 2023
Stochastic Policy Gradient Methods: Improved Sample Complexity for Fisher-non-degenerate Policies ICML 2023
Exploring Temporal Information Dynamics in Spiking Neural Networks AAAI 2023
Inverse-Reference Priors for Fisher Regularization of Bayesian Neural Networks AAAI 2023
Efficient preconditioned stochastic gradient descent for estimation in latent variable models ICML 2023
Bounding the Invertibility of Privacy-preserving Instance Encoding using Fisher Information NIPS 2023
Merging Models with Fisher-Weighted Averaging NIPS 2022
Fisher Information Guidance for Learned Time-of-Flight Imaging CVPR 2022
Unifying Importance Based Regularisation Methods for Continual Learning AISTATS 2022