Methods › Computer Vision › Image Denoising Models › PCA › Papers, page 7
Principal Components Analysis
PCA
Papers archive 2025-07-28
archive papers tagged: 1,323 · with a code link: 319 · where Syntology ran a sample: 46 (31 with a run with no instrument failure, 15 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (46 of 1,323 tagged: 31 with a run with no instrument failure, 15 where every run was a failure of Syntology's instrument)
Page 7 of 14: papers 601 to 700 of 1,323, newest first by the archive's date (ties by slug), in archive order.
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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HoroPCA: Hyperbolic Dimensionality Reduction via Horospherical Projections 7 Jun 2021 · 1 repository · arXiv:2106.03306Syntology 23 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 22 where Syntology's instrument failed) · 6 unverified (of 29 harvested samples) · 29 pointer-only (licence)
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Local Disentanglement in Variational Auto-Encoders Using Jacobian L₁ Regularization 5 Jun 2021 · 1 repository · arXiv:2106.02923Syntology official (archive's flag): 2 ran · 2 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; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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Controlling False Positive/Negative Rates for Deep-Learning-Based Prostate Cancer Detection on Multiparametric MR images 4 Jun 2021 · 0 repositories · arXiv:2106.02385
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PCA Initialization for Approximate Message Passing in Rotationally Invariant Models 4 Jun 2021 · 0 repositories · arXiv:2106.02356
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Latent Space Exploration Using Generative Kernel PCA 28 May 2021 · 0 repositories · arXiv:2105.13949
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Investigating Manifold Neighborhood size for Nonlinear Analysis of LIBS Amino Acid Spectra 25 May 2021 · 0 repositories · arXiv:2105.12089
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Robust Principal Component Analysis Using a Novel Kernel Related with the L1-Norm 25 May 2021 · 0 repositories · arXiv:2105.11634
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A new framework for experimental design using Bayesian Evidential Learning: the case of wellhead protection area 12 May 2021 · 1 repository · arXiv:2105.05539
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Principal Components Bias in Over-parameterized Linear Models, and its Manifestation in Deep Neural Networks 12 May 2021 · 0 repositories · arXiv:2105.05553
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Empirical Evaluation of Pre-trained Transformers for Human-Level NLP: The Role of Sample Size and Dimensionality 7 May 2021 · 1 repository · arXiv:2105.03484
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Ovarian Cancer Detection based on Dimensionality Reduction Techniques and Genetic Algorithm 4 May 2021 · 0 repositories · arXiv:2105.01748
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Ensemble Feature Extraction for Multi-Container Quality-Diversity Algorithms 3 May 2021 · 0 repositories · arXiv:2105.00682
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EigenGAN: Layer-Wise Eigen-Learning for GANs 26 Apr 2021 · 1 repository · arXiv:2104.12476Syntology official (archive's flag): 13 ran · 13 ran (of which 0 constructed an object rather than computing a result; 13 with no instrument failure: 0 honoured, 0 violated, 13 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 16 harvested samples)
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Deep Probabilistic Graphical Modeling 25 Apr 2021 · 0 repositories · arXiv:2104.12053
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On Geodesic Distances and Contextual Embedding Compression for Text Classification 22 Apr 2021 · 1 repository · arXiv:2104.11295
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Principal Component Density Estimation for Scenario Generation Using Normalizing Flows 21 Apr 2021 · 0 repositories · arXiv:2104.10410
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Turning Channel Noise into an Accelerator for Over-the-Air Principal Component Analysis 20 Apr 2021 · 0 repositories · arXiv:2104.10095
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Pansharpening PRISMA Data for Marine Plastic Litter Detection Using Plastic Indexes 19 Apr 2021 · 1 repository
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Adversarial autoencoders and adversarial LSTM for improved forecasts of urban air pollution simulations 13 Apr 2021 · 1 repository · arXiv:2104.06297
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Temporal EigenPAC for dyslexia diagnosis 13 Apr 2021 · 1 repository · arXiv:2104.05991
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Expelled kidney stones classification using feature fusion 12 Apr 2021 · 1 repository
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Transforming Feature Space to Interpret Machine Learning Models 9 Apr 2021 · 1 repository · arXiv:2104.04295
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The Effects of Spectral Dimensionality Reduction on Hyperspectral Pixel Classification: A Case Study 1 Apr 2021 · 0 repositories · arXiv:2104.00788
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On the Optimality of the Oja's Algorithm for Online PCA 31 Mar 2021 · 0 repositories · arXiv:2104.00512
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An Efficiently Coupled Shape and Appearance Prior for Active Contour Segmentation 27 Mar 2021 · 0 repositories · arXiv:2103.14887
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Learning Stable Representations with Full Encoder 25 Mar 2021 · 0 repositories · arXiv:2103.14082
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Deep Learning for fully automatic detection, segmentation, and Gleason Grade estimation of prostate cancer in multiparametric Magnetic Resonance Images 23 Mar 2021 · 1 repository · arXiv:2103.12650
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Enhanced Principal Component Analysis under A Collaborative-Robust Framework 22 Mar 2021 · 0 repositories · arXiv:2103.11931
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Unsupervised Doppler Radar-Based Activity Recognition for e-Healthcare 18 Mar 2021 · 0 repositories · arXiv:2103.10478
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3DCaricShop: A Dataset and A Baseline Method for Single-view 3D Caricature Face Reconstruction 15 Mar 2021 · 0 repositories · arXiv:2103.08204
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Second-Order Component Analysis for Fault Detection 12 Mar 2021 · 0 repositories · arXiv:2103.07303
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Empirical comparison between autoencoders and traditional dimensionality reduction methods 8 Mar 2021 · 0 repositories · arXiv:2103.04874
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Large Pre-trained Language Models Contain Human-like Biases of What is Right and Wrong to Do 8 Mar 2021 · 1 repository · arXiv:2103.11790Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples)
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A Pilot Study on Visually Stimulated Cognitive Tasks for EEG-Based Dementia Recognition 5 Mar 2021 · 0 repositories · arXiv:2103.03854
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Probabilistic combination of eigenlungs-based classifiers for COVID-19 diagnosis in chest CT images 4 Mar 2021 · 0 repositories · arXiv:2103.02961
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To Deconvolve, or Not to Deconvolve: Inferences of Neuronal Activities using Calcium Imaging Data 3 Mar 2021 · 0 repositories · arXiv:2103.02163
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Audio scene monitoring using redundant ad-hoc microphone array networks 2 Mar 2021 · 0 repositories · arXiv:2103.01830
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The Kernel Trick for Nonlinear Factor Modeling 1 Mar 2021 · 0 repositories · arXiv:2103.01266
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The Mathematics Behind Spectral Clustering And The Equivalence To PCA 1 Mar 2021 · 0 repositories · arXiv:2103.00733
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Clustering Schemes on the Torus with Application to RNA Clashes 28 Feb 2021 · 0 repositories · arXiv:2104.00094
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Non-linear, Sparse Dimensionality Reduction via Path Lasso Penalized Autoencoders 22 Feb 2021 · 1 repository · arXiv:2102.10873
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Joint Characterization of Multiscale Information in High Dimensional Data 18 Feb 2021 · 0 repositories · arXiv:2102.09669
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Evaluating the Performance of Some Local Optimizers for Variational Quantum Classifiers 17 Feb 2021 · 0 repositories · arXiv:2102.08949
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Demystifying Inductive Biases for β-VAE Based Architectures 12 Feb 2021 · 0 repositories · arXiv:2102.06822
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Jacobian Determinant of Normalizing Flows 12 Feb 2021 · 0 repositories · arXiv:2102.06539
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DeEPCA: Decentralized Exact PCA with Linear Convergence Rate 8 Feb 2021 · 0 repositories · arXiv:2102.03990
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Robust Principal Component Analysis: A Median of Means Approach 5 Feb 2021 · 0 repositories · arXiv:2102.03403
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Noise-robust classification with hypergraph neural network 3 Feb 2021 · 0 repositories · arXiv:2102.01934
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Coupling innovation method and feasibility analysis of garbage classification 30 Jan 2021 · 0 repositories · arXiv:2102.00193
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Spike and slab Bayesian sparse principal component analysis 30 Jan 2021 · 0 repositories · arXiv:2102.00305
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Machine Learning in LiDAR 3D point clouds 22 Jan 2021 · 0 repositories · arXiv:2101.09318
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Projected Statistical Methods for Distributional Data on the Real Line with the Wasserstein Metric 22 Jan 2021 · 1 repository · arXiv:2101.09039
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SAR and Optical data fusion based on Anisotropic Diffusion with PCA and Classification using Patch-based with LBP 20 Jan 2021 · 0 repositories · arXiv:2101.08215
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Generalized Image Reconstruction over T-Algebra 17 Jan 2021 · 1 repository · arXiv:2101.06650
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Curvature-based Feature Selection with Application in Classifying Electronic Health Records 10 Jan 2021 · 1 repository · arXiv:2101.03581
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Identification of Latent Variables From Graphical Model Residuals 7 Jan 2021 · 0 repositories · arXiv:2101.02332
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A Linearly Convergent Algorithm for Distributed Principal Component Analysis 5 Jan 2021 · 1 repository · arXiv:2101.01300
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Adversarially trained LSTMs on reduced order models of urban air pollution simulations 5 Jan 2021 · 0 repositories · arXiv:2101.01568
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Robust CUR Decomposition: Theory and Imaging Applications 5 Jan 2021 · 0 repositories · arXiv:2101.05231
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Factor Analysis, Probabilistic Principal Component Analysis, Variational Inference, and Variational Autoencoder: Tutorial and Survey 4 Jan 2021 · 0 repositories · arXiv:2101.00734
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A Closer Look at Rotation-Invariant Deep Point Cloud Analysis 1 Jan 2021 · 0 repositories
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A new framework for tensor PCA based on trace invariants 1 Jan 2021 · 0 repositories
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Clearing the Path for Truly Semantic Representation Learning 1 Jan 2021 · 0 repositories
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Effective Subspace Indexing via Interpolation on Stiefel and Grassmann manifolds 1 Jan 2021 · 0 repositories
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Interpretability Through Invertibility: A Deep Convolutional Network With Ideal Counterfactuals And Isosurfaces 1 Jan 2021 · 0 repositories
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NETWORK ROBUSTNESS TO PCA PERTURBATIONS 1 Jan 2021 · 0 repositories
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Unsupervised Discovery of Interpretable Latent Manipulations in Language VAEs 1 Jan 2021 · 0 repositories
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Inference for Low-rank Tensors -- No Need to Debias 29 Dec 2020 · 0 repositories · arXiv:2012.14844
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Prognostic Power of Texture Based Morphological Operations in a Radiomics Study for Lung Cancer 23 Dec 2020 · 0 repositories · arXiv:2012.12652
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Empirical Bayes PCA in high dimensions 21 Dec 2020 · 2 repositories · arXiv:2012.11676
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Co-evolution between Codon Usage and Protein-Protein Interaction in Bacteria 19 Dec 2020 · 0 repositories · arXiv:2012.10717
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Upper and Lower Bounds on the Performance of Kernel PCA 18 Dec 2020 · 0 repositories · arXiv:2012.10369
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Building domain specific lexicon based on TikTok comment dataset 16 Dec 2020 · 0 repositories · arXiv:2012.08773
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Monitoring multimode processes: a modified PCA algorithm with continual learning ability 13 Dec 2020 · 0 repositories · arXiv:2012.07044
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Predicting Generalization in Deep Learning via Local Measures of Distortion 13 Dec 2020 · 0 repositories · arXiv:2012.06969
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Spatial noise-aware temperature retrieval from infrared sounder data 9 Dec 2020 · 0 repositories · arXiv:2012.05839
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Joint Estimation of Image Representations and their Lie Invariants 5 Dec 2020 · 0 repositories · arXiv:2012.02903
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Efficient Depth Completion Using Learned Bases 2 Dec 2020 · 0 repositories · arXiv:2012.01110
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Instance-optimality in differential privacy via approximate inverse sensitivity mechanisms 1 Dec 2020 · 0 repositories
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Learning Feature Sparse Principal Subspace 1 Dec 2020 · 1 repository
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Hybrid quantum-classical classifier based on tensor network and variational quantum circuit 30 Nov 2020 · 0 repositories · arXiv:2011.14651
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Automated Prostate Cancer Diagnosis Based on Gleason Grading Using Convolutional Neural Network 29 Nov 2020 · 0 repositories · arXiv:2011.14301
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Nowcasting Networks 27 Nov 2020 · 1 repository · arXiv:2011.13687
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An Open Framework for Remote-PPG Methods and their Assessment 26 Nov 2020 · 1 repository
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Face recognition using PCA integrated with Delaunay triangulation 25 Nov 2020 · 0 repositories · arXiv:2011.12786
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Unsupervised learning of disentangled representations in deep restricted kernel machines with orthogonality constraints 25 Nov 2020 · 0 repositories · arXiv:2011.12659
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Statistical and computational thresholds for the planted k-densest sub-hypergraph problem 23 Nov 2020 · 0 repositories · arXiv:2011.11500
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Angular Embedding: A New Angular Robust Principal Component Analysis 22 Nov 2020 · 0 repositories · arXiv:2011.11013
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Joint analysis of structural connectivity and cortical surface features: correlates with mild traumatic brain injury 18 Nov 2020 · 0 repositories · arXiv:2012.03671
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Deep-RLS: A Model-Inspired Deep Learning Approach to Nonlinear PCA 15 Nov 2020 · 0 repositories · arXiv:2011.07458
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Sparse PCA: Algorithms, Adversarial Perturbations and Certificates 12 Nov 2020 · 0 repositories · arXiv:2011.06585
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Efficient image retrieval using multi neural hash codes and bloom filters 6 Nov 2020 · 0 repositories · arXiv:2011.03234
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A Dilated Residual Hierarchically Fashioned Segmentation Framework for Extracting Gleason Tissues and Grading Prostate Cancer from Whole Slide Images 1 Nov 2020 · 1 repository · arXiv:2011.00527
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Deep Low-rank plus Sparse Network for Dynamic MR Imaging 26 Oct 2020 · 1 repository · arXiv:2010.13677
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Image-based Automated Species Identification: Can Virtual Data Augmentation Overcome Problems of Insufficient Sampling? 18 Oct 2020 · 0 repositories · arXiv:2010.09009
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Improved Multi-Source Domain Adaptation by Preservation of Factors 15 Oct 2020 · 0 repositories · arXiv:2010.07783
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Machine Learning approach to muon spectroscopy analysis 9 Oct 2020 · 0 repositories · arXiv:2010.04742
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Hierarchical PCA and Modeling Asset Correlations 8 Oct 2020 · 0 repositories · arXiv:2010.04140
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EigenGame: PCA as a Nash Equilibrium 1 Oct 2020 · 2 repositories · arXiv:2010.00554Syntology 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
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Learning Deep ReLU Networks Is Fixed-Parameter Tractable 28 Sep 2020 · 0 repositories · arXiv:2009.13512