| Leveraging Adversarial Examples to Quantify Membership Information Leakage | Mar 17, 2022 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Distributed-Memory Sparse Kernels for Machine Learning | Mar 15, 2022 | BIG-bench Machine LearningCollaborative Filtering | CodeCode Available | 1 |
| The Health Gym: Synthetic Health-Related Datasets for the Development of Reinforcement Learning Algorithms | Mar 12, 2022 | BIG-bench Machine LearningGenerative Adversarial Network | CodeCode Available | 1 |
| An integrated Auto Encoder-Block Switching defense approach to prevent adversarial attacks | Mar 11, 2022 | Adversarial AttackBIG-bench Machine Learning | CodeCode Available | 1 |
| SparseChem: Fast and accurate machine learning model for small molecules | Mar 9, 2022 | BIG-bench Machine Learningregression | CodeCode Available | 1 |
| ImageNet-Patch: A Dataset for Benchmarking Machine Learning Robustness against Adversarial Patches | Mar 7, 2022 | Adversarial RobustnessBenchmarking | CodeCode Available | 1 |
| Static Prediction of Runtime Errors by Learning to Execute Programs with External Resource Descriptions | Mar 7, 2022 | BIG-bench Machine LearningInductive Bias | CodeCode Available | 1 |
| The Machine Learning for Combinatorial Optimization Competition (ML4CO): Results and Insights | Mar 4, 2022 | BIG-bench Machine LearningCombinatorial Optimization | CodeCode Available | 1 |
| Machine Learning Simulates Agent-Based Model Towards Policy | Mar 4, 2022 | BIG-bench Machine Learning | CodeCode Available | 1 |
| UDAAN: Machine Learning based Post-Editing tool for Document Translation | Mar 3, 2022 | BIG-bench Machine LearningDocument Translation | CodeCode Available | 1 |
| XAutoML: A Visual Analytics Tool for Understanding and Validating Automated Machine Learning | Feb 24, 2022 | AutoMLBIG-bench Machine Learning | CodeCode Available | 1 |
| Model Reprogramming: Resource-Efficient Cross-Domain Machine Learning | Feb 22, 2022 | BIG-bench Machine Learningmodel | CodeCode Available | 1 |
| Myriad: a real-world testbed to bridge trajectory optimization and deep learning | Feb 22, 2022 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Learning from the Pros: Extracting Professional Goalkeeper Technique from Broadcast Footage | Feb 22, 2022 | BIG-bench Machine Learning | CodeCode Available | 1 |
| GEMA: An open-source Python library for self-organizing-maps | Feb 17, 2022 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Compute Trends Across Three Eras of Machine Learning | Feb 11, 2022 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 1 |
| The Shapley Value in Machine Learning | Feb 11, 2022 | BIG-bench Machine LearningData Valuation | CodeCode Available | 1 |
| Training OOD Detectors in their Natural Habitats | Feb 7, 2022 | BIG-bench Machine LearningOut of Distribution (OOD) Detection | CodeCode Available | 1 |
| BEAS: Blockchain Enabled Asynchronous & Secure Federated Machine Learning | Feb 6, 2022 | Anomaly DetectionBIG-bench Machine Learning | CodeCode Available | 1 |
| Emblaze: Illuminating Machine Learning Representations through Interactive Comparison of Embedding Spaces | Feb 5, 2022 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Differentially Private Graph Classification with GNNs | Feb 5, 2022 | BIG-bench Machine LearningClassification | CodeCode Available | 1 |
| Rethinking Explainability as a Dialogue: A Practitioner's Perspective | Feb 3, 2022 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Achieving Fairness at No Utility Cost via Data Reweighing with Influence | Feb 1, 2022 | BIG-bench Machine LearningFairness | CodeCode Available | 1 |
| DELAUNAY: a dataset of abstract art for psychophysical and machine learning research | Jan 28, 2022 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Crystal structure prediction with machine learning-based element substitution | Jan 26, 2022 | BIG-bench Machine LearningMetric Learning | CodeCode Available | 1 |
| ML4CO-KIDA: Knowledge Inheritance in Dataset Aggregation | Jan 25, 2022 | BIG-bench Machine LearningCombinatorial Optimization | CodeCode Available | 1 |
| Bias in Automated Speaker Recognition | Jan 24, 2022 | BIG-bench Machine LearningFace Recognition | CodeCode Available | 1 |
| RamanNet: A generalized neural network architecture for Raman Spectrum Analysis | Jan 20, 2022 | BIG-bench Machine LearningVirology | CodeCode Available | 1 |
| Unicorn: Reasoning about Configurable System Performance through the lens of Causality | Jan 20, 2022 | BIG-bench Machine LearningCausal Inference | CodeCode Available | 1 |
| Manifoldron: Direct Space Partition via Manifold Discovery | Jan 14, 2022 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Improving VAE based molecular representations for compound property prediction | Jan 13, 2022 | BIG-bench Machine LearningPrediction | CodeCode Available | 1 |
| A novel interpretable machine learning system to generate clinical risk scores: An application for predicting early mortality or unplanned readmission in a retrospective cohort study | Jan 10, 2022 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 |
| Understanding Entropy Coding With Asymmetric Numeral Systems (ANS): a Statistician's Perspective | Jan 5, 2022 | BIG-bench Machine LearningData Compression | CodeCode Available | 1 |
| Dynamic GPU Energy Optimization for Machine Learning Training Workloads | Jan 5, 2022 | BIG-bench Machine LearningGPU | CodeCode Available | 1 |
| Knowledge Informed Machine Learning using a Weibull-based Loss Function | Jan 4, 2022 | BIG-bench Machine LearningManagement | CodeCode Available | 1 |
| Automated Graph Machine Learning: Approaches, Libraries, Benchmarks and Directions | Jan 4, 2022 | BIG-bench Machine LearningGraph Learning | CodeCode Available | 1 |
| Persformer: A Transformer Architecture for Topological Machine Learning | Dec 30, 2021 | BIG-bench Machine LearningTopological Data Analysis | CodeCode Available | 1 |
| Long Story Short: Omitted Variable Bias in Causal Machine Learning | Dec 26, 2021 | BIG-bench Machine LearningCausal Inference | CodeCode Available | 1 |
| Profile Guided Optimization without Profiles: A Machine Learning Approach | Dec 24, 2021 | BIG-bench Machine Learning | CodeCode Available | 1 |
| NetKet 3: Machine Learning Toolbox for Many-Body Quantum Systems | Dec 20, 2021 | BIG-bench Machine LearningChunking | CodeCode Available | 1 |
| Scatterbrained: A flexible and expandable pattern for decentralized machine learning | Dec 14, 2021 | BIG-bench Machine LearningFederated Learning | CodeCode Available | 1 |
| Climate-Invariant Machine Learning | Dec 14, 2021 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Speeding up Learning Quantum States through Group Equivariant Convolutional Quantum Ansätze | Dec 14, 2021 | BIG-bench Machine LearningQuantum Machine Learning | CodeCode Available | 1 |
| Malware Classification Using Static Disassembly and Machine Learning | Dec 10, 2021 | BIG-bench Machine LearningClassification | CodeCode Available | 1 |
| Next Day Wildfire Spread: A Machine Learning Data Set to Predict Wildfire Spreading from Remote-Sensing Data | Dec 4, 2021 | BIG-bench Machine LearningEarth Observation | CodeCode Available | 1 |
| Revisiting local branching with a machine learning lens | Dec 3, 2021 | BIG-bench Machine Learning | CodeCode Available | 1 |
| PLUR: A Unifying, Graph-Based View of Program Learning, Understanding, and Repair | Dec 1, 2021 | BIG-bench Machine LearningMulti-Task Learning | CodeCode Available | 1 |
| Reverse-Complement Equivariant Networks for DNA Sequences | Dec 1, 2021 | BIG-bench Machine Learning | CodeCode Available | 1 |
| AugLiChem: Data Augmentation Library of Chemical Structures for Machine Learning | Nov 30, 2021 | BIG-bench Machine LearningData Augmentation | CodeCode Available | 1 |
| INSTANCE – the Italian seismic dataset for machine learning | Nov 30, 2021 | BIG-bench Machine LearningSeismic Detection | CodeCode Available | 1 |
