conftrace_

linear gaussian model

6 papers

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Co-occurring keywords · papers mentioning both

neural network (1) neural sampling (1) similarity space regularization (1) linear gaussian system (1) uniform consistency (1) causal variable (1) intervention effect (1) latent variable identifiability (1) bayesian gaussian equivalent score (1) interventional bge score (1)

Papers

Identifying Weight-Variant Latent Causal Models JMLR 2026 The interventional Bayesian Gaussian equivalent score for Bayesian causal inference with unknown soft interventions CLeaR 2025 A Uniformly Consistent Estimator of non-Gaussian Causal Effects Under the k-Triangle-Faithfulness Assumption CLeaR 2022 Learning POMDP Models with Similarity Space Regularization: a Linear Gaussian Case Study L4DC 2022 Convergence Analysis of Distributed Inference with Vector-Valued Gaussian Belief Propagation JMLR 2018 Fast Sampling-Based Inference in Balanced Neuronal Networks NeurIPS 2014