conftrace_

information geometry

37 papers

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Co-occurring keywords

variational inference (2069) fisher information (106) neural network (6616) probabilistic model (476) gaussian mixture model (389) deep neural network (1803) statistical manifold (11) kl divergence (196) optimal transport (948) semi-supervised learning (2341)

Papers

Breach in the Shield: Unveiling the Vulnerabilities of Large Language Models EACL 2026
An invariant information geometric method for high-dimensional online optimization L4DC 2024
Categorical Flow Matching on Statistical Manifolds NIPS 2024
Learning Discretized Neural Networks under Ricci Flow JMLR 2024
Information Geometry of the Retinal Representation Manifold NIPS 2023
A Picture of the Space of Typical Learnable Tasks ICML 2023
Adversarial Learning of Distributional Reinforcement Learning ICML 2023
Fisher SAM: Information Geometry and Sharpness Aware Minimisation ICML 2022
Does the Geometry of the Data Control the Geometry of Neural Predictions? (Student Abstract) AAAI 2022
A theory of weight distribution-constrained learning NIPS 2022
Pulling back information geometry AISTATS 2022
A Reparametrization-Invariant Sharpness Measure Based on Information Geometry NIPS 2022
An Information-Geometric Distance on the Space of Tasks ICML 2021
Hierarchical probabilistic model for blind source separation via Legendre transformation UAI 2021
All your loss are belong to Bayes NIPS 2020
Evaluating Natural Alpha Embeddings on Intrinsic and Extrinsic Tasks ACL 2020
Sensitivity Analysis of Deep Neural Networks AAAI 2019
The Adversarial Attack and Detection under the Fisher Information Metric AAAI 2019
Fisher-Rao Metric, Geometry, and Complexity of Neural Networks AISTATS 2019
Fisher-Bures Adversary Graph Convolutional Networks UAI 2019
Legendre Decomposition for Tensors NIPS 2018
Regularized Optimal Transport and the Rot Mover's Distance JMLR 2018
Efficient Gradient-Free Variational Inference using Policy Search ICML 2018
f-GANs in an Information Geometric Nutshell NIPS 2017
Statistical Inference with Unnormalized Discrete Models and Localized Homogeneous Divergences JMLR 2017