| Cyber Attack Detection thanks to Machine Learning Algorithms | Jan 17, 2020 | BIG-bench Machine LearningCyber Attack Detection | CodeCode Available | 1 | 5 |
| Cyberbullying Detection with Fairness Constraints | May 9, 2020 | BIG-bench Machine LearningFairness | CodeCode Available | 1 | 5 |
| A Multimodal Machine Learning Framework for Teacher Vocal Delivery Evaluation | Jul 15, 2021 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| DaST: Data-free Substitute Training for Adversarial Attacks | Mar 28, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| AnalogVNN: A fully modular framework for modeling and optimizing photonic neural networks | Oct 14, 2022 | BIG-bench Machine LearningGPU | CodeCode Available | 1 | 5 |
| Data Debugging with Shapley Importance over End-to-End Machine Learning Pipelines | Apr 23, 2022 | BIG-bench Machine LearningFairness | CodeCode Available | 1 | 5 |
| BEAS: Blockchain Enabled Asynchronous & Secure Federated Machine Learning | Feb 6, 2022 | Anomaly DetectionBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Leakage of Dataset Properties in Multi-Party Machine Learning | Jun 12, 2020 | AttributeBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs | Mar 10, 2020 | BIG-bench Machine LearningClustering | CodeCode Available | 1 | 5 |
| Data Shapley: Equitable Valuation of Data for Machine Learning | Apr 5, 2019 | BIG-bench Machine LearningData Valuation | CodeCode Available | 1 | 5 |
| Against All Odds: Winning the Defense Challenge in an Evasion Competition with Diversification | Oct 19, 2020 | AllBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| An Autoencoder Based Approach to Simulate Sports Games | Jul 16, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| A flow-based IDS using Machine Learning in eBPF | Feb 19, 2021 | BIG-bench Machine LearningIntrusion Detection | CodeCode Available | 1 | 5 |
| Behavioral Factors in Interactive Training of Text Classifiers | Jun 1, 2012 | BIG-bench Machine LearningSentiment Analysis | CodeCode Available | 1 | 5 |
| An Empirical Characterization of Fair Machine Learning For Clinical Risk Prediction | Jul 20, 2020 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 | 5 |
| An empirical evaluation of active inference in multi-armed bandits | Jan 21, 2021 | BIG-bench Machine LearningDecision Making | 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 |
| A Credibility-aware Swarm-Federated Deep Learning Framework in Internet of Vehicles | Aug 9, 2021 | BIG-bench Machine LearningEdge-computing | CodeCode Available | 1 | 5 |
| An Empirical Study of Personalized Federated Learning | Jun 27, 2022 | BIG-bench Machine LearningFederated Learning | CodeCode Available | 1 | 5 |
| Deep Learning and Symbolic Regression for Discovering Parametric Equations | Jul 1, 2022 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 1 | 5 |
| Self-Directed Online Machine Learning for Topology Optimization | Feb 4, 2020 | BIG-bench Machine LearningStochastic Optimization | CodeCode Available | 1 | 5 |
| Deep Learning for Network Traffic Classification | Jun 2, 2021 | BIG-bench Machine LearningClassification | CodeCode Available | 1 | 5 |
| An integrated Auto Encoder-Block Switching defense approach to prevent adversarial attacks | Mar 11, 2022 | Adversarial AttackBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| An Experience Report on Machine Learning Reproducibility: Guidance for Practitioners and TensorFlow Model Garden Contributors | Jul 2, 2021 | AstronomyBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| DeepSatData: Building large scale datasets of satellite images for training machine learning models | Apr 28, 2021 | BIG-bench Machine LearningSemantic Segmentation | CodeCode Available | 1 | 5 |
| Deep Transformer Models for Time Series Forecasting: The Influenza Prevalence Case | Jan 23, 2020 | BIG-bench Machine LearningTime Series | CodeCode Available | 1 | 5 |
| An Intuitive Tutorial to Gaussian Process Regression | Sep 22, 2020 | BIG-bench Machine LearningGaussian Processes | CodeCode Available | 1 | 5 |
| DeltaGrad: Rapid retraining of machine learning models | Jun 26, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| BIKED: A Dataset for Computational Bicycle Design with Machine Learning Benchmarks | Mar 10, 2021 | BIG-bench Machine LearningDesign Synthesis | CodeCode Available | 1 | 5 |
| An Introduction to Deep Reinforcement Learning | Nov 30, 2018 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 | 5 |
| Aerial Imagery Pile burn detection using Deep Learning: the FLAME dataset | Dec 28, 2020 | BIG-bench Machine LearningBinary Classification | CodeCode Available | 1 | 5 |
| Anomaly Detection in Emails using Machine Learning and Header Information | Mar 19, 2022 | Anomaly DetectionBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| A comparative study of fairness-enhancing interventions in machine learning | Feb 13, 2018 | BIG-bench Machine LearningFairness | CodeCode Available | 1 | 5 |
| A Non-Parametric Test to Detect Data-Copying in Generative Models | Apr 12, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Detecting Hateful Memes Using a Multimodal Deep Ensemble | Dec 24, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Detecting Video Game Player Burnout with the Use of Sensor Data and Machine Learning | Nov 29, 2020 | BIG-bench Machine LearningInterpretable Machine Learning | CodeCode Available | 1 | 5 |
| A Novel Framework for Spatio-Temporal Prediction of Environmental Data Using Deep Learning | Jul 23, 2020 | BIG-bench Machine LearningRepresentation Learning | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Applied Federated Learning: Improving Google Keyboard Query Suggestions | Dec 7, 2018 | BIG-bench Machine LearningFederated Learning | CodeCode Available | 1 | 5 |
| Apache Submarine: A Unified Machine Learning Platform Made Simple | Aug 22, 2021 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Differentially Private Graph Classification with GNNs | Feb 5, 2022 | BIG-bench Machine LearningClassification | CodeCode Available | 1 | 5 |
| Differentially Private Learning Needs Better Features (or Much More Data) | Nov 23, 2020 | BIG-bench Machine Learning | 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 |
| Enhanced spatio-temporal electric load forecasts using less data with active deep learning | Dec 8, 2020 | Active LearningBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Dimensionless machine learning: Imposing exact units equivariance | Apr 2, 2022 | BIG-bench Machine LearningSymbolic Regression | CodeCode Available | 1 | 5 |
| Classification of Abnormal Hand Movement for Aiding in Autism Detection: Machine Learning Study | Aug 18, 2021 | Action DetectionActivity Detection | CodeCode Available | 1 | 5 |
| Distributed-Memory Sparse Kernels for Machine Learning | Mar 15, 2022 | BIG-bench Machine LearningCollaborative Filtering | CodeCode Available | 1 | 5 |
| Distributed Representations of Atoms and Materials for Machine Learning | Jul 30, 2021 | Band GapBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Back-Training excels Self-Training at Unsupervised Domain Adaptation of Question Generation and Passage Retrieval | Apr 18, 2021 | BIG-bench Machine LearningDomain Adaptation | CodeCode Available | 1 | 5 |
| ADVISER: A Toolkit for Developing Multi-modal, Multi-domain and Socially-engaged Conversational Agents | May 4, 2020 | BIG-bench Machine LearningEmotion Recognition | CodeCode Available | 1 | 5 |
