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Robust classification

Papers archive 2025-07-28

archive papers tagged: 295 · with a code link: 122 · where Syntology ran a sample: 38 (32 with a run with no instrument failure, 6 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (38 of 295 tagged: 32 with a run with no instrument failure, 6 where every run was a failure of Syntology's instrument)

Page 3 of 3: papers 201 to 295 of 295, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “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 figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. 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); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Domain Adaptation Broad Learning System Based on Locally Linear Embedding
  28 Jun 2021 0 repositories listed
• An Ensemble Approach Towards Adversarial Robustness
  10 Jun 2021 0 repositories listed
• Is the aspect ratio of cells important in deep learning? A robust comparison of deep learning methods for multi-scale cytopathology cell image classification: from convolutional neural networks to visual transformers
  16 May 2021 0 repositories listed
• A Finer Calibration Analysis for Adversarial Robustness
  4 May 2021 0 repositories listed
• Provable Robustness of Adversarial Training for Learning Halfspaces with Noise
  19 Apr 2021 0 repositories listed
• Robust Classification from Noisy Labels: Integrating Additional Knowledge for Chest Radiography Abnormality Assessment
  12 Apr 2021 0 repositories listed
• Latent Code-Based Fusion: A Volterra Neural Network Approach
  10 Apr 2021 0 repositories listed
• Robust Classification Under ℓ₀ Attack for the Gaussian Mixture Model
  5 Apr 2021 0 repositories listed
• Adversarially Optimized Mixup for Robust Classification
  22 Mar 2021 0 repositories listed
• Wasserstein Robust Classification with Fairness Constraints
  11 Mar 2021 0 repositories listed
• Twin Augmented Architectures for Robust Classification of COVID-19 Chest X-Ray Images
  16 Feb 2021 0 repositories listed
• Robust Classification using Hidden Markov Models and Mixtures of Normalizing Flows
  15 Feb 2021 0 repositories listed
• Noise-robust classification with hypergraph neural network
  3 Feb 2021 0 repositories listed
• A Symmetric Loss Perspective of Reliable Machine Learning
  5 Jan 2021 0 repositories listed
• Adversarially Robust Classification based on GLRT
  16 Nov 2020 0 repositories listed
• Integer Programming-based Error-Correcting Output Code Design for Robust Classification
  30 Oct 2020 0 repositories listed
• Investigating the Robustness of Artificial Intelligent Algorithms with Mixture Experiments
  10 Oct 2020 0 repositories listed
• Learning Image Labels On-the-fly for Training Robust Classification Models
  22 Sep 2020 0 repositories listed
• Adversarially Robust Learning via Entropic Regularization
  27 Aug 2020 0 repositories listed
• Adversarial Training with Bi-directional Likelihood Regularization for Visual Classification
  1 Aug 2020 0 repositories listed
• Adversarial Examples and Metrics
  14 Jul 2020 0 repositories listed
• ExpertNet: Adversarial Learning and Recovery Against Noisy Labels
  10 Jul 2020 0 repositories listed
• Robust Classification under Class-Dependent Domain Shift
  10 Jul 2020 0 repositories listed
• Sharp Statistical Guarantees for Adversarially Robust Gaussian Classification
  29 Jun 2020 0 repositories listed
• Improving Adversarial Robustness via Unlabeled Out-of-Domain Data
  15 Jun 2020 0 repositories listed
• Probably Approximately Correct Constrained Learning
  9 Jun 2020 0 repositories listed
• Provable tradeoffs in adversarially robust classification
  9 Jun 2020 0 repositories listed
• ADMP: An Adversarial Double Masks Based Pruning Framework For Unsupervised Cross-Domain Compression
  7 Jun 2020 0 repositories listed
• Calibrated Surrogate Losses for Adversarially Robust Classification
  28 May 2020 0 repositories listed
• Provable Robust Classification via Learned Smoothed Densities
  9 May 2020 0 repositories listed
• GAT: Generative Adversarial Training for Adversarial Example Detection and Classification
  1 May 2020 0 repositories listed
• Improved Sample Complexities for Deep Neural Networks and Robust Classification via an All-Layer Margin
  1 May 2020 0 repositories listed
• Robust Deep Learning as Optimal Control: Insights and Convergence Guarantees
  1 May 2020 0 repositories listed
• Towards Robust Classification with Image Quality Assessment
  14 Apr 2020 0 repositories listed
• Robust Classification of High-Dimensional Spectroscopy Data Using Deep Learning and Data Synthesis
  26 Mar 2020 0 repositories listed
• Advanced Deep Learning Methodologies for Skin Cancer Classification in Prodromal Stages
  13 Mar 2020 0 repositories listed
• Double Backpropagation for Training Autoencoders against Adversarial Attack
  4 Mar 2020 0 repositories listed
• Pupil Lovalization And Tracking For Video-Based Iris Biometrics
  16 Feb 2020 0 repositories listed
• On a scalable entropic breaching of the overfitting barrier in machine learning
  8 Feb 2020 0 repositories listed
• Optimal Statistical Guaratees for Adversarially Robust Gaussian Classification
  1 Jan 2020 0 repositories listed
• Robust Deep Learning Based Sentiment Classification of Code-Mixed Text
  1 Dec 2019 0 repositories listed
• A semiparametric instrumental variable approach to optimal treatment regimes under endogeneity
  21 Nov 2019 0 repositories listed
• Systematic Comparison of the Influence of Different Data Preprocessing Methods on the Performance of Gait Classifications Using Machine Learning
  11 Nov 2019 0 repositories listed
• Streaming Networks: Enable A Robust Classification of Noise-Corrupted Images
  23 Oct 2019 0 repositories listed
• Using Explainabilty to Detect Adversarial Attacks
  25 Sep 2019 0 repositories listed
• On the Hardness of Robust Classification
  12 Sep 2019 0 repositories listed
• Restricted Minimum Error Entropy Criterion for Robust Classification
  6 Sep 2019 0 repositories listed
• Landslide Geohazard Assessment With Convolutional Neural Networks Using Sentinel-2 Imagery Data
  10 Jun 2019 0 repositories listed
• Robust Classification with Sparse Representation Fusion on Diverse Data Subsets
  10 Jun 2019 0 repositories listed
• Understanding the Limitations of Conditional Generative Models
  4 Jun 2019 0 repositories listed
• Robust Classification using Robust Feature Augmentation
  26 May 2019 0 repositories listed
• forgeNet: A graph deep neural network model using tree-based ensemble classifiers for feature extraction
  23 May 2019 0 repositories listed
• From Brain Imaging to Graph Analysis: a study on ADNI's patient cohort
  14 May 2019 0 repositories listed
• Adversarial Learning in Statistical Classification: A Comprehensive Review of Defenses Against Attacks
  12 Apr 2019 0 repositories listed
• Learning to Defense by Learning to Attack
  27 Mar 2019 0 repositories listed
• Computational Limitations in Robust Classification and Win-Win Results
  4 Feb 2019 0 repositories listed
• Adversarial Robustness May Be at Odds With Simplicity
  2 Jan 2019 0 repositories listed
• Generating Hard Examples for Pixel-wise Classification
  13 Dec 2018 0 repositories listed
• Deep-RBF Networks Revisited: Robust Classification with Rejection
  7 Dec 2018 0 repositories listed
• Robust Classification of Financial Risk
  27 Nov 2018 0 repositories listed
• Learning Robust Representations for Automatic Target Recognition
  26 Nov 2018 0 repositories listed
• Functional Nonlinear Sparse Models
  1 Nov 2018 0 repositories listed
• On the dissection of degenerate cosmologies with machine learning
  25 Oct 2018 0 repositories listed
• Spontaneous Facial Expression Recognition using Sparse Representation
  30 Sep 2018 0 repositories listed
• Finding Good Representations of Emotions for Text Classification
  22 Aug 2018 0 repositories listed
• Optimal Clustering under Uncertainty
  2 Jun 2018 0 repositories listed
• Event-based Vision meets Deep Learning on Steering Prediction for Self-driving Cars
  4 Apr 2018 0 repositories listed
• A Hilbert Space of Stationary Ergodic Processes
  25 Jan 2018 0 repositories listed
• A graph-embedded deep feedforward network for disease outcome classification and feature selection using gene expression data
  18 Jan 2018 0 repositories listed
• Mapping distinct timescales of functional interactions among brain networks
  1 Dec 2017 0 repositories listed
• Decoding visemes: improving machine lipreading
  3 Oct 2017 0 repositories listed
• On the use of convolutional neural networks for robust classification of multiple fingerprint captures
  21 Mar 2017 0 repositories listed
• Robust Classification of Graph-Based Data
  21 Dec 2016 0 repositories listed
• Robust training on approximated minimal-entropy set
  21 Oct 2016 0 repositories listed
• Spatial Context based Angular Information Preserving Projection for Hyperspectral Image Classification
  15 Jul 2016 0 repositories listed
• Estimating the class prior and posterior from noisy positives and unlabeled data
  28 Jun 2016 0 repositories listed
• Specialized Support Vector Machines for Open-set Recognition
  13 Jun 2016 0 repositories listed
• Multilevel Weighted Support Vector Machine for Classification on Healthcare Data with Missing Values
  7 Apr 2016 0 repositories listed
• Neighborhood Preserved Sparse Representation for Robust Classification on Symmetric Positive Definite Matrices
  27 Jan 2016 0 repositories listed
• A Supervised Low-Rank Method for Learning Invariant Subspaces
  1 Dec 2015 0 repositories listed
• Robust Classification by Pre-conditioned LASSO and Transductive Diffusion Component Analysis
  19 Nov 2015 0 repositories listed
• Learning to classify with possible sensor failures
  16 Jul 2015 0 repositories listed
• Homotopy Continuation Approaches for Robust SV Classification and Regression
  12 Jul 2015 0 repositories listed
• Discriminant Analysis on Riemannian Manifold of Gaussian Distributions for Face Recognition With Image Sets
  1 Jun 2015 0 repositories listed
• Robust hyperspectral image classification with rejection fields
  29 Apr 2015 0 repositories listed
• Fast Imbalanced Classification of Healthcare Data with Missing Values
  21 Mar 2015 0 repositories listed
• A General Framework for Multi-focal Image Classification and Authentication: Application to Microscope Pollen Images
  19 Mar 2015 0 repositories listed
• Regularization and Kernelization of the Maximin Correlation Approach
  21 Feb 2015 0 repositories listed
• Ranking via Robust Binary Classification
  1 Dec 2014 0 repositories listed
• Robust Classification Under Sample Selection Bias
  1 Dec 2014 0 repositories listed
• Image Classification and Retrieval from User-Supplied Tags
  25 Nov 2014 0 repositories listed
• Ranking via Robust Binary Classification and Parallel Parameter Estimation in Large-Scale Data
  11 Feb 2014 0 repositories listed
• Cortical Surface Co-Registration based on MRI Images and Photos
  22 Mar 2013 0 repositories listed
• Supervised Classification Using Sparse Fisher's LDA
  21 Jan 2013 0 repositories listed
• Support Vector Machine Classification with Indefinite Kernels
  1 Dec 2007 0 repositories listed