| adabmDCA: Adaptive Boltzmann machine learning for biological sequences | Sep 9, 2021 | BIG-bench Machine Learning | CodeCode Available | 1 |
| New Evolutionary Computation Models and their Applications to Machine Learning | Oct 1, 2021 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Auto-differentiable Ensemble Kalman Filters | Jul 16, 2021 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Noise2Noise: Learning Image Restoration without Clean Data | Mar 12, 2018 | BIG-bench Machine LearningDenoising | CodeCode Available | 1 |
| Nonlinear Least Squares for Large-Scale Machine Learning using Stochastic Jacobian Estimates | Jul 12, 2021 | BIG-bench Machine Learning | CodeCode Available | 1 |
| NUBIA: NeUral Based Interchangeability Assessor for Text Generation | Apr 30, 2020 | BIG-bench Machine LearningImage Captioning | CodeCode Available | 1 |
| ADAHESSIAN: An Adaptive Second Order Optimizer for Machine Learning | Jun 1, 2020 | BIG-bench Machine LearningSecond-order methods | CodeCode Available | 1 |
| OmiEmbed: a unified multi-task deep learning framework for multi-omics data | Feb 3, 2021 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 |
| Augmenting DL with Adversarial Training for Robust Prediction of Epilepsy Seizures | Jun 1, 2020 | BIG-bench Machine LearningData Augmentation | CodeCode Available | 1 |
| Automatic Feasibility Study via Data Quality Analysis for ML: A Case-Study on Label Noise | Oct 16, 2020 | AutoMLBIG-bench Machine Learning | CodeCode Available | 1 |
| AutoGL: A Library for Automated Graph Learning | Apr 11, 2021 | AutoMLBIG-bench Machine Learning | CodeCode Available | 1 |
| Automated Machine Learning Techniques for Data Streams | Jun 14, 2021 | AutoMLBIG-bench Machine Learning | CodeCode Available | 1 |
| AxCell: Automatic Extraction of Results from Machine Learning Papers | Apr 29, 2020 | BIG-bench Machine LearningScientific Results Extraction | CodeCode Available | 1 |
| BIKED: A Dataset for Computational Bicycle Design with Machine Learning Benchmarks | Mar 10, 2021 | BIG-bench Machine LearningDesign Synthesis | CodeCode Available | 1 |
| Asymmetric Private Set Intersection with Applications to Contact Tracing and Private Vertical Federated Machine Learning | Nov 18, 2020 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 1 |
| A Survey on Machine Learning Techniques for Source Code Analysis | Oct 18, 2021 | BIG-bench Machine LearningVulnerability Detection | CodeCode Available | 1 |
| Atomic structure generation from reconstructing structural fingerprints | Jul 27, 2022 | BIG-bench Machine Learningvalid | CodeCode Available | 1 |
| A Survey of Machine Learning Techniques in Adversarial Image Forensics | Oct 19, 2020 | BIG-bench Machine LearningImage Forensics | CodeCode Available | 1 |
| Accuracy and Fairness Trade-offs in Machine Learning: A Stochastic Multi-Objective Approach | Aug 3, 2020 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 |
| Open Source Software for Efficient and Transparent Reviews | Jun 22, 2020 | Active LearningBIG-bench Machine Learning | CodeCode Available | 1 |
| A Survey of Privacy Attacks in Machine Learning | Jul 15, 2020 | BIG-bench Machine LearningSurvey | CodeCode Available | 1 |
| Artistic Style in Robotic Painting; a Machine Learning Approach to Learning Brushstroke from Human Artists | Jul 7, 2020 | BIG-bench Machine LearningStyle Transfer | CodeCode Available | 1 |
| Are Convolutional Neural Networks or Transformers more like human vision? | May 15, 2021 | BIG-bench Machine LearningObject Recognition | CodeCode Available | 1 |
| A semi-agnostic ansatz with variable structure for quantum machine learning | Mar 11, 2021 | BIG-bench Machine LearningData Compression | CodeCode Available | 1 |
| A Primer on the Signature Method in Machine Learning | Mar 11, 2016 | BIG-bench Machine LearningDimensionality Reduction | CodeCode Available | 1 |
| A Preliminary Study of Neural Network-based Approximation for HPC Applications | Dec 18, 2018 | BIG-bench Machine Learning | CodeCode Available | 1 |
| A quantum algorithm for training wide and deep classical neural networks | Jul 19, 2021 | BIG-bench Machine LearningQuantum Machine Learning | CodeCode Available | 1 |
| Approximate Network Motif Mining Via Graph Learning | Jun 2, 2022 | BIG-bench Machine LearningGraph Classification | CodeCode Available | 1 |
| 70 years of machine learning in geoscience in review | Jun 16, 2020 | BIG-bench Machine LearningGaussian Processes | CodeCode Available | 1 |
| Approximating Network Centrality Measures Using Node Embedding and Machine Learning | Jun 29, 2020 | BIG-bench Machine LearningGraph Embedding | CodeCode Available | 1 |
| A Rationale-Centric Framework for Human-in-the-loop Machine Learning | Mar 24, 2022 | BIG-bench Machine LearningFew-Shot Learning | CodeCode Available | 1 |
| A Review of Biomedical Datasets Relating to Drug Discovery: A Knowledge Graph Perspective | Feb 19, 2021 | BIG-bench Machine LearningDrug Discovery | CodeCode Available | 1 |
| A Review of the Gumbel-max Trick and its Extensions for Discrete Stochasticity in Machine Learning | Oct 4, 2021 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches | Jul 16, 2019 | BIG-bench Machine LearningRecommendation Systems | CodeCode Available | 1 |
| A simple equivariant machine learning method for dynamics based on scalars | Oct 7, 2021 | BIG-bench Machine LearningPrediction | CodeCode Available | 1 |
| A smile is all you need: Predicting limiting activity coefficients from SMILES with natural language processing | Jun 15, 2022 | AllBIG-bench Machine Learning | CodeCode Available | 1 |
| A survey of bias in Machine Learning through the prism of Statistical Parity for the Adult Data Set | Mar 31, 2020 | BIG-bench Machine LearningBinary Classification | CodeCode Available | 1 |
| A Survey of Label-noise Representation Learning: Past, Present and Future | Nov 9, 2020 | BIG-bench Machine LearningLearning Theory | CodeCode Available | 1 |
| A survey on datasets for fairness-aware machine learning | Oct 1, 2021 | AttributeBIG-bench Machine Learning | CodeCode Available | 1 |
| A Survey on Machine Learning Algorithms for Applications in Cognitive Radio Networks | Jun 19, 2021 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Attacks on Image Encryption Schemes for Privacy-Preserving Deep Neural Networks | Apr 28, 2020 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 1 |
| AIPerf: Automated machine learning as an AI-HPC benchmark | Aug 17, 2020 | AutoMLBenchmarking | CodeCode Available | 1 |
| AugLiChem: Data Augmentation Library of Chemical Structures for Machine Learning | Nov 30, 2021 | BIG-bench Machine LearningData Augmentation | CodeCode Available | 1 |
| Augmented Ultrasonic Data for Machine Learning | Mar 26, 2019 | BIG-bench Machine LearningData Augmentation | CodeCode Available | 1 |
| A Unified View of Relational Deep Learning for Drug Pair Scoring | Nov 4, 2021 | BIG-bench Machine Learning | CodeCode Available | 1 |
| AutoCLINT: The Winning Method in AutoCV Challenge 2019 | May 9, 2020 | BIG-bench Machine LearningData Augmentation | CodeCode Available | 1 |
| AutoKE: An automatic knowledge embedding framework for scientific machine learning | May 11, 2022 | BIG-bench Machine LearningNeural Architecture Search | CodeCode Available | 1 |
| Auto-KWS 2021 Challenge: Task, Datasets, and Baselines | Mar 31, 2021 | AutoMLBIG-bench Machine Learning | CodeCode Available | 1 |
| Automated Evolutionary Approach for the Design of Composite Machine Learning Pipelines | Jun 26, 2021 | BIG-bench Machine LearningManagement | CodeCode Available | 1 |
| A Novel Framework for Spatio-Temporal Prediction of Environmental Data Using Deep Learning | Jul 23, 2020 | BIG-bench Machine LearningRepresentation Learning | CodeCode Available | 1 |