| Identifying equivalent Calabi--Yau topologies: A discrete challenge from math and physics for machine learning | Feb 15, 2022 | BIG-bench Machine LearningMath | —Unverified | 0 |
| REPID: Regional Effect Plots with implicit Interaction Detection | Feb 15, 2022 | BIG-bench Machine LearningInterpretable Machine Learning | CodeCode Available | 0 |
| Interpreting a Machine Learning Model for Detecting Gravitational Waves | Feb 15, 2022 | BIG-bench Machine LearningInterpretable Machine Learning | —Unverified | 0 |
| Machine Learning in Aerodynamic Shape Optimization | Feb 15, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| Computing Black Scholes with Uncertain Volatility-A Machine Learning Approach | Feb 15, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| An Introduction to Neural Data Compression | Feb 14, 2022 | BIG-bench Machine LearningData Compression | CodeCode Available | 2 |
| A Pragmatic Machine Learning Approach to Quantify Tumor Infiltrating Lymphocytes in Whole Slide Images | Feb 14, 2022 | BIG-bench Machine LearningCell Detection | CodeCode Available | 0 |
| FLHub: a Federated Learning model sharing service | Feb 14, 2022 | BIG-bench Machine LearningDistributed Computing | —Unverified | 0 |
| A Survey on Machine Learning Approaches for Modelling Intuitive Physics | Feb 14, 2022 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Feature Construction and Selection for PV Solar Power Modeling | Feb 13, 2022 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| Surgical Scheduling via Optimization and Machine Learning with Long-Tailed Data | Feb 13, 2022 | BIG-bench Machine LearningScheduling | —Unverified | 0 |
| Vital Node Identification in Complex Networks Using a Machine Learning-Based Approach | Feb 13, 2022 | BIG-bench Machine LearningFeature Engineering | —Unverified | 0 |
| Fairness-aware Configuration of Machine Learning Libraries | Feb 13, 2022 | BIG-bench Machine LearningFairness | CodeCode Available | 0 |
| Double-Barreled Question Detection at Momentive | Feb 12, 2022 | Active LearningBIG-bench Machine Learning | —Unverified | 0 |
| From the String Landscape to the Mathematical Landscape: a Machine-Learning Outlook | Feb 12, 2022 | Automated Theorem ProvingBIG-bench Machine Learning | —Unverified | 0 |
| Confident AI | Feb 12, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| Early Disease Stage Characterization in Parkinson's Disease from Resting-state fMRI Data Using a Long Short-term Memory Network | Feb 11, 2022 | BIG-bench Machine LearningFunctional Connectivity | —Unverified | 0 |
| The Shapley Value in Machine Learning | Feb 11, 2022 | BIG-bench Machine LearningData Valuation | CodeCode Available | 1 |
| Minimax Regret Optimization for Robust Machine Learning under Distribution Shift | Feb 11, 2022 | BIG-bench Machine LearningLearning Theory | —Unverified | 0 |
| Predicting Fuel Consumption in Power Generation Plants using Machine Learning and Neural Networks | Feb 11, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| A Machine-Learning-Aided Visual Analysis Workflow for Investigating Air Pollution Data | Feb 11, 2022 | BIG-bench Machine LearningDimensionality Reduction | —Unverified | 0 |
| Compute Trends Across Three Eras of Machine Learning | Feb 11, 2022 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 1 |
| Applications of Machine Learning to Lattice Quantum Field Theory | Feb 10, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| Closure operators: Complexity and applications to classification and decision-making | Feb 10, 2022 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Abstraction for Deep Reinforcement Learning | Feb 10, 2022 | BIG-bench Machine LearningDeep Reinforcement Learning | —Unverified | 0 |
| Explainable Machine Learning for Breakdown Prediction in High Gradient RF Cavities | Feb 10, 2022 | BIG-bench Machine LearningExplainable artificial intelligence | CodeCode Available | 0 |
| Forecasting large-scale circulation regimes using deformable convolutional neural networks and global spatiotemporal climate data | Feb 10, 2022 | AttributeBIG-bench Machine Learning | —Unverified | 0 |
| Accountability in an Algorithmic Society: Relationality, Responsibility, and Robustness in Machine Learning | Feb 10, 2022 | BIG-bench Machine LearningPhilosophy | —Unverified | 0 |
| ChemicalX: A Deep Learning Library for Drug Pair Scoring | Feb 10, 2022 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| High-performance automatic categorization and attribution of inventory catalogs | Feb 9, 2022 | BIG-bench Machine LearningText Categorization | —Unverified | 0 |
| Managers versus Machines: Do Algorithms Replicate Human Intuition in Credit Ratings? | Feb 9, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| Parametric t-Stochastic Neighbor Embedding With Quantum Neural Network | Feb 9, 2022 | BIG-bench Machine LearningData Visualization | —Unverified | 0 |
| Noise fingerprints in quantum computers: Machine learning software tools | Feb 9, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| An Exploration of Multicalibration Uniform Convergence Bounds | Feb 9, 2022 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| A.I. and Data-Driven Mobility at Volkswagen Financial Services AG | Feb 9, 2022 | BIG-bench Machine Learningobject-detection | —Unverified | 0 |
| A hypothesis-driven method based on machine learning for neuroimaging data analysis | Feb 9, 2022 | BIG-bench Machine LearningExperimental Design | —Unverified | 0 |
| Volatility forecasting with machine learning and intraday commonality | Feb 8, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| Orthogonal Matrices for MBAT Vector Symbolic Architectures, and a "Soft" VSA Representation for JSON | Feb 8, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| A Novel Ontology-guided Attribute Partitioning Ensemble Learning Model for Early Prediction of Cognitive Deficits using Quantitative Structural MRI in Very Preterm Infants | Feb 8, 2022 | AttributeBIG-bench Machine Learning | —Unverified | 0 |
| Computing Rule-Based Explanations of Machine Learning Classifiers using Knowledge Graphs | Feb 8, 2022 | BIG-bench Machine LearningForm | —Unverified | 0 |
| An Improved Analysis of Gradient Tracking for Decentralized Machine Learning | Feb 8, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| Addressing Data Scarcity in Multimodal User State Recognition by Combining Semi-Supervised and Supervised Learning | Feb 8, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| Asynchronous Parallel Incremental Block-Coordinate Descent for Decentralized Machine Learning | Feb 7, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| Effects of Parametric and Non-Parametric Methods on High Dimensional Sparse Matrix Representations | Feb 7, 2022 | BIG-bench Machine Learningvalid | CodeCode Available | 0 |
| Bubble identification from images with machine learning methods | Feb 7, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| CECILIA: Comprehensive Secure Machine Learning Framework | Feb 7, 2022 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 0 |
| Using Partial Monotonicity in Submodular Maximization | Feb 7, 2022 | BIG-bench Machine LearningMovie Recommendation | —Unverified | 0 |
| Deletion Inference, Reconstruction, and Compliance in Machine (Un)Learning | Feb 7, 2022 | BIG-bench Machine LearningMachine Unlearning | —Unverified | 0 |
| Introducing explainable supervised machine learning into interactive feedback loops for statistical production system | Feb 7, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| On Continuous Integration / Continuous Delivery for Automated Deployment of Machine Learning Models using MLOps | Feb 7, 2022 | BIG-bench Machine Learning | —Unverified | 0 |