conftrace_

perturbation theory

8 papers

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Co-occurring keywords

gaussian process (1200) data reduction (10) kernel matrix (73) multi-agent planning (45) nyström method (32) generalization error bound (51) random matrix theory (63) latent variable model (564) physics-informed neural network (97) interaction graph (11)

Papers

Random Fully Connected Neural Networks as Perturbatively Solvable Hierarchies JMLR 2024
A Perturbation-Based Kernel Approximation Framework JMLR 2022
KAM Theory Meets Statistical Learning Theory: Hamiltonian Neural Networks with Non-zero Training Loss AAAI 2022
Perturbation Theory for the Information Bottleneck NIPS 2021
A Sharp Blockwise Tensor Perturbation Bound for Orthogonal Iteration JMLR 2021
A Variational Perturbative Approach to Planning in Graph-Based Markov Decision Processes AAAI 2020
Perturbative Corrections for Approximate Inference in Gaussian Latent Variable Models JMLR 2013
Spectral Clustering with Perturbed Data NIPS 2008