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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

PEP: Parameter Ensembling by Perturbation NIPS 2020
Adaptation Properties Allow Identification of Optimized Neural Codes NIPS 2020
Information-Theoretic Local Minima Characterization and Regularization ICML 2020
Limitations of the empirical Fisher approximation for natural gradient descent NIPS 2019
Fisher-Bures Adversary Graph Convolutional Networks UAI 2019
Stein Variational Gradient Descent With Matrix-Valued Kernels NIPS 2019
The Adversarial Attack and Detection under the Fisher Information Metric AAAI 2019
Task2Vec: Task Embedding for Meta-Learning ICCV 2019
Understanding VAEs in Fisher-Shannon Plane AAAI 2019
Coupled End-to-End Transfer Learning With Generalized Fisher Information CVPR 2018
Exact natural gradient in deep linear networks and its application to the nonlinear case NIPS 2018
Power-law efficient neural codes provide general link between perceptual bias and discriminability NIPS 2018
Asymptotic Analysis of Objectives Based on Fisher Information in Active Learning JMLR 2017
Eigen-Distortions of Hierarchical Representations NIPS 2017
Relative Fisher Information and Natural Gradient for Learning Large Modular Models ICML 2017
Deep Latent Dirichlet Allocation with Topic-Layer-Adaptive Stochastic Gradient Riemannian MCMC ICML 2017
Local Minimax Complexity of Stochastic Convex Optimization NIPS 2016
Unsupervised Riemannian Metric Learning for Histograms Using Aitchison Transformations ICML 2015
Optimal Data Collection For Informative Rankings Expose Well-Connected Graphs JMLR 2014
Distributed Estimation, Information Loss and Exponential Families NIPS 2014
Two-Stage Metric Learning ICML 2014
Dropout Training as Adaptive Regularization NIPS 2013
Thompson Sampling for 1-Dimensional Exponential Family Bandits NIPS 2013
Sparse Approximate Manifolds for Differential Geometric MCMC NIPS 2012
Optimal Neural Tuning Curves for Arbitrary Stimulus Distributions: Discrimax, Infomax and Minimum $L_p$ Loss NIPS 2012