| Analytical Characterization and Design Space Exploration for Optimization of CNNs | Jan 24, 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 |
| 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 |
| Exploring Automatic Diagnosis of COVID-19 from Crowdsourced Respiratory Sound Data | Jun 10, 2020 | BIG-bench Machine LearningCOVID-19 Diagnosis | CodeCode Available | 1 | 5 |
| DagSim: Combining DAG-based model structure with unconstrained data types and relations for flexible, transparent, and modularized data simulation | May 6, 2022 | BIG-bench Machine LearningCausal Inference | CodeCode Available | 1 | 5 |
| ProteinNet: a standardized data set for machine learning of protein structure | Feb 1, 2019 | BIG-bench Machine LearningProtein Secondary Structure Prediction | CodeCode Available | 1 | 5 |
| Provably efficient machine learning for quantum many-body problems | Jun 23, 2021 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| PyCARL: A PyNN Interface for Hardware-Software Co-Simulation of Spiking Neural Network | Mar 21, 2020 | BIG-bench Machine LearningGPU | CodeCode Available | 1 | 5 |
| Fact or Factitious? Contextualized Opinion Spam Detection | Oct 29, 2020 | BIG-bench Machine LearningSpam detection | 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 |
| Data Curation and Quality Assurance for Machine Learning-based Cyber Intrusion Detection | May 20, 2021 | BIG-bench Machine LearningIntrusion Detection | CodeCode Available | 1 | 5 |
| Data Programming: Creating Large Training Sets, Quickly | May 25, 2016 | BIG-bench Machine LearningSlot Filling | CodeCode Available | 1 | 5 |
| Quantified Sleep: Machine learning techniques for observational n-of-1 studies | May 14, 2021 | BIG-bench Machine LearningDescriptive | CodeCode Available | 1 | 5 |
| Data Minimization for GDPR Compliance in Machine Learning Models | Aug 6, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Quantifying Model Complexity via Functional Decomposition for Better Post-Hoc Interpretability | Apr 8, 2019 | BIG-bench Machine LearningInterpretable Machine Learning | CodeCode Available | 1 | 5 |
| EventGraD: Event-Triggered Communication in Parallel Machine Learning | Mar 12, 2021 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Coresets for Data-efficient Training of Machine Learning Models | Jun 5, 2019 | BIG-bench Machine LearningOpen-Ended Question Answering | CodeCode Available | 1 | 5 |
| Dataset Optimization Strategies for MalwareTraffic Detection | Sep 23, 2020 | BIG-bench Machine Learningfeature selection | 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 |
| A Multimodal Machine Learning Framework for Teacher Vocal Delivery Evaluation | Jul 15, 2021 | BIG-bench Machine Learning | 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 |
| Explaining Time Series Predictions with Dynamic Masks | Jun 9, 2021 | BIG-bench Machine LearningFeature Importance | 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 |
| Deep generative selection models of T and B cell receptor repertoires with soNNia | Nov 5, 2020 | BIG-bench Machine LearningDiversity | CodeCode Available | 1 | 5 |
| Gender Bias in Depression Detection Using Audio Features | Oct 28, 2020 | BIG-bench Machine LearningDepression Detection | 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 |
| Dataset Inference: Ownership Resolution in Machine Learning | Apr 21, 2021 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| DeepDRR -- A Catalyst for Machine Learning in Fluoroscopy-guided Procedures | Mar 22, 2018 | Anatomical Landmark DetectionBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Reducing Effects of Swath Gaps on Unsupervised Machine Learning Models for NASA MODIS Instruments | Jun 13, 2021 | BIG-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 |
| Relational Fusion Networks: Graph Convolutional Networks for Road Networks | Jun 16, 2020 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| A survey on Adversarial Recommender Systems: from Attack/Defense strategies to Generative Adversarial Networks | May 20, 2020 | ArticlesBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Deep Joint Source Channel Coding for WirelessImage Transmission with OFDM | Jan 5, 2021 | BIG-bench Machine LearningDecoder | 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 Based Text Classification: A Comprehensive Review | Apr 6, 2020 | BIG-bench Machine LearningClassification | CodeCode Available | 1 | 5 |
| Deep learning for photoacoustic imaging: a survey | Aug 10, 2020 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 1 | 5 |
| Deep Learning for Network Traffic Classification | Jun 2, 2021 | BIG-bench Machine LearningClassification | CodeCode Available | 1 | 5 |
| Adversarial Machine Learning: Bayesian Perspectives | Mar 7, 2020 | Adversarial RobustnessBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Rethinking Explainability as a Dialogue: A Practitioner's Perspective | Feb 3, 2022 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Exploiting Defenses against GAN-Based Feature Inference Attacks in Federated Learning | Apr 27, 2020 | BIG-bench Machine LearningFederated Learning | CodeCode Available | 1 | 5 |
| Deep Learning with Differential Privacy | Jul 1, 2016 | BIG-bench Machine LearningDeep 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 |
| RieszNet and ForestRiesz: Automatic Debiased Machine Learning with Neural Nets and Random Forests | Oct 6, 2021 | BIG-bench Machine LearningModel Selection | CodeCode Available | 1 | 5 |
| Deep Reinforcement Learning for Conservation Decisions | Jun 15, 2021 | BIG-bench Machine LearningDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Robustar: Interactive Toolbox Supporting Precise Data Annotation for Robust Vision Learning | Jul 18, 2022 | BIG-bench Machine Learningimage-classification | CodeCode Available | 1 | 5 |
| RootPainter3D: Interactive-machine-learning enables rapid and accurate contouring for radiotherapy | Jun 22, 2021 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| FairBatch: Batch Selection for Model Fairness | Dec 3, 2020 | BIG-bench Machine LearningBilevel Optimization | CodeCode Available | 1 | 5 |
| Fast TreeSHAP: Accelerating SHAP Value Computation for Trees | Sep 20, 2021 | BIG-bench Machine LearningComputational Efficiency | CodeCode Available | 1 | 5 |
| From Connectomic to Task-evoked Fingerprints: Individualized Prediction of Task Contrasts from Resting-state Functional Connectivity | Aug 7, 2020 | BIG-bench Machine LearningFunctional Connectivity | CodeCode Available | 1 | 5 |
