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Active Learning

Papers archive 2025-07-28

archive papers tagged: 3,073 · with a code link: 913 · where Syntology ran a sample: 195 (164 with a run with no instrument failure, 31 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (195 of 3,073 tagged: 164 with a run with no instrument failure, 31 where every run was a failure of Syntology's instrument)

Page 22 of 31: papers 2,101 to 2,200 of 3,073, 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.

• Interpret-able feedback for AutoML systems
  22 Feb 2021 0 repositories listed
• Nonparametric adaptive active learning under local smoothness condition
  22 Feb 2021 0 repositories listed
• A Unified Batch Selection Policy for Active Metric Learning
  15 Feb 2021 0 repositories listed
• Improved Algorithms for Efficient Active Learning Halfspaces with Massart and Tsybakov noise
  10 Feb 2021 0 repositories listed
• Bounded Memory Active Learning through Enriched Queries
  9 Feb 2021 0 repositories listed
• Active learning for distributionally robust level-set estimation
  8 Feb 2021 0 repositories listed
• Counterfactual Contextual Multi-Armed Bandit: a Real-World Application to Diagnose Apple Diseases
  8 Feb 2021 0 repositories listed
• Model Rectification via Unknown Unknowns Extraction from Deployment Samples
  8 Feb 2021 0 repositories listed
• Uncertainty quantification and exploration-exploitation trade-off in humans
  5 Feb 2021 0 repositories listed
• HeBERT & HebEMO: a Hebrew BERT Model and a Tool for Polarity Analysis and Emotion Recognition
  3 Feb 2021 0 repositories listed
• Exponential Savings in Agnostic Active Learning through Abstention
  31 Jan 2021 0 repositories listed
• Teaching Digital Signal Processing by Partial Flipping, Active Learning and Visualization
  31 Jan 2021 0 repositories listed
• Adversarial Active Learning based Heterogeneous Graph Neural Network for Fake News Detection
  27 Jan 2021 0 repositories listed
• On Statistical Bias In Active Learning: How and When To Fix It
  27 Jan 2021 0 repositories listed
• Wisdom of the Contexts: Active Ensemble Learning for Contextual Anomaly Detection
  27 Jan 2021 0 repositories listed
• Adversarial Vulnerability of Active Transfer Learning
  26 Jan 2021 0 repositories listed
• Online Body Schema Adaptation through Cost-Sensitive Active Learning
  26 Jan 2021 0 repositories listed
• A Receding Horizon Approach for Simultaneous Active Learning and Control using Gaussian Processes
  25 Jan 2021 0 repositories listed
• Safe Learning and Optimization Techniques: Towards a Survey of the State of the Art
  23 Jan 2021 0 repositories listed
• Active Hybrid Classification
  21 Jan 2021 0 repositories listed
• Active Learning for Sequence Tagging with Deep Pre-trained Models and Bayesian Uncertainty Estimates
  20 Jan 2021 0 repositories listed
• Autonomous synthesis of metastable materials
  19 Jan 2021 0 repositories listed
• Label-Efficient Point Cloud Semantic Segmentation: An Active Learning Approach
  18 Jan 2021 0 repositories listed
• Diverse Complexity Measures for Dataset Curation in Self-driving
  16 Jan 2021 0 repositories listed
• Quality meets Diversity: A Model-Agnostic Framework for Computerized Adaptive Testing
  15 Jan 2021 0 repositories listed
• Improved active output selection strategy for noisy environments
  10 Jan 2021 0 repositories listed
• PowerEvaluationBALD: Efficient Evaluation-Oriented Deep (Bayesian) Active Learning with Stochastic Acquisition Functions
  10 Jan 2021 0 repositories listed
• Active learning for object detection in high-resolution satellite images
  7 Jan 2021 0 repositories listed
• Application of an automated machine learning-genetic algorithm (AutoML-GA) coupled with computational fluid dynamics simulations for rapid engine design optimization
  7 Jan 2021 0 repositories listed
• Diminishing Uncertainty within the Training Pool: Active Learning for Medical Image Segmentation
  7 Jan 2021 0 repositories listed
• Stochastic Optimization for Vaccine and Testing Kit Allocation for the COVID-19 Pandemic
  4 Jan 2021 0 repositories listed
• Active Learning for Lane Detection: A Knowledge Distillation Approach
  1 Jan 2021 0 repositories listed
• Active Learning Under Malicious Mislabeling and Poisoning Attacks
  1 Jan 2021 0 repositories listed
• Active Universal Domain Adaptation
  1 Jan 2021 0 repositories listed
• Better Optimization can Reduce Sample Complexity: Active Semi-Supervised Learning via Convergence Rate Control
  1 Jan 2021 0 repositories listed
• Deep Active Learning for Object Detection with Mixture Density Networks
  1 Jan 2021 0 repositories listed
• Efficiently labelling sequences using semi-supervised active learning
  1 Jan 2021 0 repositories listed
• Learning Active Learning in the Batch-Mode Setup with Ensembles of Active Learning Agents
  1 Jan 2021 0 repositories listed
• Learning Rare Category Classifiers on a Tight Labeling Budget
  1 Jan 2021 0 repositories listed
• Learning to Make Decisions via Submodular Regularization
  1 Jan 2021 0 repositories listed
• Least Probable Disagreement Region for Active Learning
  1 Jan 2021 0 repositories listed
• Machine Learning Algorithms for Data Labeling: An Empirical Evaluation
  1 Jan 2021 0 repositories listed
• On the Geometry of Deep Bayesian Active Learning
  1 Jan 2021 0 repositories listed
• Semi-Supervised Active Learning for Semi-Supervised Models: Exploit Adversarial Examples With Graph-Based Virtual Labels
  1 Jan 2021 0 repositories listed
• SoCal: Selective Oracle Questioning for Consistency-based Active Learning of Physiological Signals
  1 Jan 2021 0 repositories listed
• Uncertainty-aware Active Learning for Optimal Bayesian Classifier
  1 Jan 2021 0 repositories listed
• From Handheld to Unconstrained Object Detection: a Weakly-supervised On-line Learning Approach
  28 Dec 2020 0 repositories listed
• Whom to Test? Active Sampling Strategies for Managing COVID-19
  25 Dec 2020 0 repositories listed
• An Active Learning Method for Diabetic Retinopathy Classification with Uncertainty Quantification
  24 Dec 2020 0 repositories listed
• Active Deep Learning on Entity Resolution by Risk Sampling
  23 Dec 2020 0 repositories listed
• Self-supervised self-supervision by combining deep learning and probabilistic logic
  23 Dec 2020 0 repositories listed
• Learning Halfspaces With Membership Queries
  20 Dec 2020 0 repositories listed
• Multi-fidelity Bayesian Neural Networks: Algorithms and Applications
  19 Dec 2020 0 repositories listed
• On the Power of Localized Perceptron for Label-Optimal Learning of Halfspaces with Adversarial Noise
  19 Dec 2020 0 repositories listed
• Minimax Active Learning
  18 Dec 2020 0 repositories listed
• Rebuilding Trust in Active Learning with Actionable Metrics
  18 Dec 2020 0 repositories listed
• Embodied Visual Active Learning for Semantic Segmentation
  17 Dec 2020 0 repositories listed
• Learning active learning at the crossroads? evaluation and discussion
  16 Dec 2020 0 repositories listed
• Deep Bayesian Active Learning, A Brief Survey on Recent Advances
  15 Dec 2020 0 repositories listed
• Chernoff Sampling for Active Testing and Extension to Active Regression
  15 Dec 2020 0 repositories listed
• Active Hierarchical Imitation and Reinforcement Learning
  14 Dec 2020 0 repositories listed
• Cost-Based Budget Active Learning for Deep Learning
  9 Dec 2020 0 repositories listed
• Semi-supervised Active Learning for Instance Segmentation via Scoring Predictions
  9 Dec 2020 0 repositories listed
• Active Learning: Problem Settings and Recent Developments
  8 Dec 2020 0 repositories listed
• A novel machine learning-based optimization algorithm (ActivO) for accelerating simulation-driven engine design
  8 Dec 2020 0 repositories listed
• Active Learning Methods for Efficient Hybrid Biophysical Variable Retrieval
  7 Dec 2020 0 repositories listed
• Perfect density models cannot guarantee anomaly detection
  7 Dec 2020 0 repositories listed
• Bayesian Active Learning for Wearable Stress and Affect Detection
  4 Dec 2020 0 repositories listed
• Fine-tuning BERT for Low-Resource Natural Language Understanding via Active Learning
  4 Dec 2020 0 repositories listed
• Sparse Semi-Supervised Action Recognition with Active Learning
  3 Dec 2020 0 repositories listed
• Stochastic Adversarial Gradient Embedding for Active Domain Adaptation
  3 Dec 2020 0 repositories listed
• Deep Multi-Fidelity Active Learning of High-dimensional Outputs
  2 Dec 2020 0 repositories listed
• Message Passing Adaptive Resonance Theory for Online Active Semi-supervised Learning
  2 Dec 2020 0 repositories listed
• A Multitask Active Learning Framework for Natural Language Understanding
  1 Dec 2020 0 repositories listed
• Bilingual Transfer Learning for Online Product Classification
  1 Dec 2020 0 repositories listed
• Constructing a Korean Named Entity Recognition Dataset for the Financial Domain using Active Learning
  1 Dec 2020 0 repositories listed
• CORA: A Deep Active Learning Covid-19 Relevancy Algorithm to Identify Core Scientific Articles
  1 Dec 2020 0 repositories listed
• Enhanced Labelling in Active Learning for Coreference Resolution
  1 Dec 2020 0 repositories listed
• Uncertainty Modeling for Machine Comprehension Systems using Efficient Bayesian Neural Networks
  1 Dec 2020 0 repositories listed
• Variance based sensitivity analysis for Monte Carlo and importance sampling reliability assessment with Gaussian processes
  30 Nov 2020 0 repositories listed
• A smartphone based multi input workflow for non-invasive estimation of haemoglobin levels using machine learning techniques
  29 Nov 2020 0 repositories listed
• Active Output Selection Strategies for Multiple Learning Regression Models
  29 Nov 2020 0 repositories listed
• Deep Active Learning for Sequence Labeling Based on Diversity and Uncertainty in Gradient
  27 Nov 2020 0 repositories listed
• Low-Resolution Face Recognition In Resource-Constrained Environments
  23 Nov 2020 0 repositories listed
• Cost-effective Variational Active Entity Resolution
  20 Nov 2020 0 repositories listed
• SAFARI: Safe and Active Robot Imitation Learning with Imagination
  18 Nov 2020 0 repositories listed
• Augmented Fairness: An Interpretable Model Augmenting Decision-Makers' Fairness
  17 Nov 2020 0 repositories listed
• A Transfer Learning Based Active Learning Framework for Brain Tumor Classification
  16 Nov 2020 0 repositories listed
• On the Marginal Benefit of Active Learning: Does Self-Supervision Eat Its Cake?
  16 Nov 2020 0 repositories listed
• Sampling Approach Matters: Active Learning for Robotic Language Acquisition
  16 Nov 2020 0 repositories listed
• Medical symptom recognition from patient text: An active learning approach for long-tailed multilabel distributions
  12 Nov 2020 0 repositories listed
• Active Learning from Crowd in Document Screening
  11 Nov 2020 0 repositories listed
• Action State Update Approach to Dialogue Management
  9 Nov 2020 0 repositories listed
• LADA: Look-Ahead Data Acquisition via Augmentation for Active Learning
  9 Nov 2020 0 repositories listed
• Human-Like Active Learning: Machines Simulating the Human Learning Process
  7 Nov 2020 0 repositories listed
• Revisiting Model-Agnostic Private Learning: Faster Rates and Active Learning
  6 Nov 2020 0 repositories listed
• Participation in TREC 2020 COVID Track Using Continuous Active Learning
  3 Nov 2020 0 repositories listed
• Exemplar Guided Active Learning
  2 Nov 2020 0 repositories listed
• Multi-Modal Active Learning for Automatic Liver Fibrosis Diagnosis based on Ultrasound Shear Wave Elastography
  2 Nov 2020 0 repositories listed
• Reducing Confusion in Active Learning for Part-Of-Speech Tagging
  2 Nov 2020 0 repositories listed