| Explaining Machine Learning Models using Entropic Variable Projection | Oct 18, 2018 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Equivariant Graph Neural Networks for 3D Macromolecular Structure | Jun 7, 2021 | Atom3D benchmarkBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Deeper Learning By Doing: Integrating Hands-On Research Projects Into a Machine Learning Course | Jul 28, 2021 | BIG-bench Machine LearningExperimental Design | CodeCode Available | 1 | 5 |
| Dendrite Net: A White-Box Module for Classification, Regression, and System Identification | Apr 8, 2020 | AttributeBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Detection of gravitational-wave signals from binary neutron star mergers using machine learning | Jun 2, 2020 | BIG-bench Machine LearningSensitivity | CodeCode Available | 1 | 5 |
| Evaluating Protein Transfer Learning with TAPE | Jun 19, 2019 | BIG-bench Machine LearningRepresentation Learning | CodeCode Available | 1 | 5 |
| Evaluation and Optimization of Distributed Machine Learning Techniques for Internet of Things | Mar 3, 2021 | BIG-bench Machine LearningFederated Learning | CodeCode Available | 1 | 5 |
| Evaluation of Parameterized Quantum Circuits: on the relation between classification accuracy, expressibility and entangling capability | Mar 22, 2020 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 1 | 5 |
| Approximate Network Motif Mining Via Graph Learning | Jun 2, 2022 | BIG-bench Machine LearningGraph Classification | CodeCode Available | 1 | 5 |
| A quantum algorithm for training wide and deep classical neural networks | Jul 19, 2021 | BIG-bench Machine LearningQuantum Machine Learning | CodeCode Available | 1 | 5 |
| Adversarial Examples Are Not Bugs, They Are Features | May 6, 2019 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Approximating Network Centrality Measures Using Node Embedding and Machine Learning | Jun 29, 2020 | BIG-bench Machine LearningGraph Embedding | CodeCode Available | 1 | 5 |
| A Preliminary Study of Neural Network-based Approximation for HPC Applications | Dec 18, 2018 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Counterfactual Explanations for Machine Learning on Multivariate Time Series Data | Aug 25, 2020 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 1 | 5 |
| A Primer on the Signature Method in Machine Learning | Mar 11, 2016 | BIG-bench Machine LearningDimensionality Reduction | CodeCode Available | 1 | 5 |
| FairBatch: Batch Selection for Model Fairness | Dec 3, 2020 | BIG-bench Machine LearningBilevel Optimization | CodeCode Available | 1 | 5 |
| copent: Estimating Copula Entropy and Transfer Entropy in R | May 27, 2020 | BIG-bench Machine LearningCausal Discovery | CodeCode Available | 1 | 5 |
| A Rationale-Centric Framework for Human-in-the-loop Machine Learning | Mar 24, 2022 | BIG-bench Machine LearningFew-Shot Learning | CodeCode Available | 1 | 5 |
| Adversarial EXEmples: A Survey and Experimental Evaluation of Practical Attacks on Machine Learning for Windows Malware Detection | Aug 17, 2020 | BIG-bench Machine LearningMalware Detection | CodeCode Available | 1 | 5 |
| Fall of Empires: Breaking Byzantine-tolerant SGD by Inner Product Manipulation | Mar 10, 2019 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| A Review of Biomedical Datasets Relating to Drug Discovery: A Knowledge Graph Perspective | Feb 19, 2021 | BIG-bench Machine LearningDrug Discovery | CodeCode Available | 1 | 5 |
| 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 | 5 |
| A Bayesian neural network predicts the dissolution of compact planetary systems | Jan 11, 2021 | BIG-bench Machine LearningTime Series Analysis | CodeCode Available | 1 | 5 |
| Copula-based synthetic data augmentation for machine-learning emulators | Dec 16, 2020 | BIG-bench Machine LearningData Augmentation | CodeCode Available | 1 | 5 |
| A semi-agnostic ansatz with variable structure for quantum machine learning | Mar 11, 2021 | BIG-bench Machine LearningData Compression | CodeCode Available | 1 | 5 |
| FaultNet: A Deep Convolutional Neural Network for bearing fault classification | Oct 5, 2020 | BIG-bench Machine LearningClassification | CodeCode Available | 1 | 5 |
| CryptGPU: Fast Privacy-Preserving Machine Learning on the GPU | Apr 22, 2021 | BIG-bench Machine LearningCPU | CodeCode Available | 1 | 5 |
| FedMood: Federated Learning on Mobile Health Data for Mood Detection | Feb 6, 2021 | BIG-bench Machine LearningDepression Detection | CodeCode Available | 1 | 5 |
| Consistent Individualized Feature Attribution for Tree Ensembles | Feb 12, 2018 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| AIPerf: Automated machine learning as an AI-HPC benchmark | Aug 17, 2020 | AutoMLBenchmarking | CodeCode Available | 1 | 5 |
| Financial Time Series Data Processing for Machine Learning | Jul 3, 2019 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting | Jun 13, 2015 | BIG-bench Machine LearningVideo Prediction | CodeCode Available | 1 | 5 |
| Conjecturing-Based Discovery of Patterns in Data | Nov 23, 2020 | BIG-bench Machine Learningregression | CodeCode Available | 1 | 5 |
| A Comprehensive Review on Non-Neural Networks Collaborative Filtering Recommendation Systems | Jun 20, 2021 | BIG-bench Machine LearningCollaborative Filtering | CodeCode Available | 1 | 5 |
| Benchmarking machine learning models on multi-centre eICU critical care dataset | Oct 2, 2019 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| A Survey of Privacy Attacks in Machine Learning | Jul 15, 2020 | BIG-bench Machine LearningSurvey | CodeCode Available | 1 | 5 |
| 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 | 5 |
| A Survey of Label-noise Representation Learning: Past, Present and Future | Nov 9, 2020 | BIG-bench Machine LearningLearning Theory | CodeCode Available | 1 | 5 |
| A Survey of Machine Learning Techniques in Adversarial Image Forensics | Oct 19, 2020 | BIG-bench Machine LearningImage Forensics | CodeCode Available | 1 | 5 |
| Conformal Prediction using Conditional Histograms | May 18, 2021 | BIG-bench Machine LearningConformal Prediction | CodeCode Available | 1 | 5 |
| A survey on datasets for fairness-aware machine learning | Oct 1, 2021 | AttributeBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Fuzzy c-Means Clustering for Persistence Diagrams | Jun 4, 2020 | BIG-bench Machine LearningClustering | CodeCode Available | 1 | 5 |
| Adversarial Machine Learning: Bayesian Perspectives | Mar 7, 2020 | Adversarial RobustnessBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Convolutional neural networks: a magic bullet for gravitational-wave detection? | Apr 18, 2019 | AstronomyBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| 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 | 5 |
| GEMA: An open-source Python library for self-organizing-maps | Feb 17, 2022 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Generating Knowledge Graphs by Employing Natural Language Processing and Machine Learning Techniques within the Scholarly Domain | Oct 28, 2020 | BIG-bench Machine LearningKnowledge Graphs | CodeCode Available | 1 | 5 |
| A Comprehensive Survey on Graph Neural Networks | Jan 3, 2019 | BIG-bench Machine Learningimage-classification | CodeCode Available | 1 | 5 |
| CryptoNN: Training Neural Networks over Encrypted Data | Apr 15, 2019 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 1 | 5 |