Methods › General › Dimensionality Reduction › ICA › Papers where code ran, page 1
Independent Component Analysis
ICA
Papers archive 2025-07-28
archive papers tagged: 261 · with a code link: 72 · where Syntology ran a sample: 15 (13 with a run with no instrument failure, 2 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (15 of 261 tagged: 13 with a run with no instrument failure, 2 where every run was a failure of Syntology's instrument)
Syntology We ran code from the paper's repository; we did not isolate this method inside it.
Page 1 of 1: papers 1 to 15 of the 15 tagged papers where Syntology ran at least one harvested sample (13 with a run with no instrument failure, 2 where every run was a failure of Syntology's instrument), newest first by the archive's date (ties by arXiv id). This is a filter on Syntology's record ordered by date only, not a ranking; a run is not a correctness claim. A paper missing from this list is not a recorded non-run: it may have no arXiv id, no harvested code, or only samples that have not run yet.
Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code, as “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the instrument figure counts failures of Syntology's instrument, not of the code. It is per sample and not a correctness claim. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from.
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Causal Discovery of Linear Non-Gaussian Causal Models with Unobserved Confounding 9 Aug 2024 · 1 repository · arXiv:2408.04907Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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Optimization without Retraction on the Random Generalized Stiefel Manifold 2 May 2024 · 1 repository · arXiv:2405.01702Syntology official (archive's flag): 2 ran · 2 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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An Interventional Perspective on Identifiability in Gaussian LTI Systems with Independent Component Analysis 29 Nov 2023 · 2 repositories · arXiv:2311.18048Syntology official (archive's flag): 3 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 11 harvested samples)
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Multi-View Causal Representation Learning with Partial Observability 7 Nov 2023 · 2 repositories · arXiv:2311.04056Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 9 harvested samples)
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Machine Learning-Powered Combinatorial Clock Auction 20 Aug 2023 · 1 repository · arXiv:2308.10226Syntology official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 9 harvested samples) · 9 pointer-only (licence)
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Causal Component Analysis 26 May 2023 · 1 repository · arXiv:2305.17225Syntology official (archive's flag): 2 ran · 2 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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Differentiable Gaussianization Layers for Inverse Problems Regularized by Deep Generative Models 7 Dec 2021 · 1 repository · arXiv:2112.03860Syntology 7 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 6 where Syntology's instrument failed) · 8 unverified (of 15 harvested samples)
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Discovery of Single Independent Latent Variable 12 Oct 2021 · 1 repository · arXiv:2110.05887Syntology official (archive's flag): 3 ran · 3 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples)
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Disentangling Identifiable Features from Noisy Data with Structured Nonlinear ICA 17 Jun 2021 · 1 repository · arXiv:2106.09620Syntology official (archive's flag): 23 ran · 23 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 4 honoured, 1 violated, 0 with no contract checked; 18 where Syntology's instrument failed) · 17 unverified (of 40 harvested samples)
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Hidden Markov Nonlinear ICA: Unsupervised Learning from Nonstationary Time Series 22 Jun 2020 · 1 repository · arXiv:2006.12107Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
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ICE-BeeM: Identifiable Conditional Energy-Based Deep Models Based on Nonlinear ICA 26 Feb 2020 · 1 repository · arXiv:2002.11537Syntology official (archive's flag): 2 ran · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 1 pointer-only (licence)
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Disentanglement by Nonlinear ICA with General Incompressible-flow Networks (GIN) 14 Jan 2020 · 1 repository · arXiv:2001.04872Syntology 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples)
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Variational Autoencoders and Nonlinear ICA: A Unifying Framework 10 Jul 2019 · 3 repositories · arXiv:1907.04809Syntology 11 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 1 where Syntology's instrument failed) · 6 unverified (of 17 harvested samples) · 1 pointer-only (licence)
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ICLabel: An automated electroencephalographic independent component classifier, dataset, and website 22 Jan 2019 · 1 repository · arXiv:1901.07915Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Learning Independent Features with Adversarial Nets for Non-linear ICA 13 Oct 2017 · 1 repository · arXiv:1710.05050Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples)