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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

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Showing 451–500 of 10033 papers

TitleStatusHype
Using Augmented Face Images to Improve Facial Recognition Tasks—0
On the Importance of Architecture and Feature Selection in Differentially Private Machine Learning—0
Image and graph convolution networks improve microbiome-based machine learning accuracy—0
SIBILA: A novel interpretable ensemble of general-purpose machine learning models applied to medical contextsCode0
Privacy-Preserving Distributed Machine Learning Made Faster—0
Exploiting symmetry in variational quantum machine learning—0
Controlling chaotic itinerancy in laser dynamics for reinforcement learning—0
An Introduction to Quantum Machine Learning for Engineers—0
Evaluation Gaps in Machine Learning Practice—0
Hierarchical Collaborative Hyper-parameter Tuning—0
AutoKE: An automatic knowledge embedding framework for scientific machine learningCode1
Algebraic Machine Learning with an Application to Chemistry—0
Extensible Machine Learning for Encrypted Network Traffic Application Labeling via Uncertainty Quantification—0
Unsupervised machine learning for physical concepts—0
A Survey on Fairness for Machine Learning on GraphsCode0
Process, Bias and Temperature Scalable CMOS Analog Computing Circuits for Machine Learning—0
Tiny Robot Learning: Challenges and Directions for Machine Learning in Resource-Constrained Robots—0
Predicting hot-electron free energies from ground-state data—0
Dimension-adaptive machine-learning-based quantum state reconstruction—0
Lifelong Personal Context Recognition—0
Designing a Recurrent Neural Network to Learn a Motion Planner for High-Dimensional Inputs—0
Calibrating for Class Weights by Modeling Machine Learning—0
Serving and Optimizing Machine Learning Workflows on Heterogeneous Infrastructures—0
Bias and Priors in Machine Learning Calibrations for High Energy PhysicsCode0
Knowledge Augmented Machine Learning with Applications in Autonomous Driving: A Survey—0
Towards Intersectionality in Machine Learning: Including More Identities, Handling Underrepresentation, and Performing EvaluationCode0
Hybrid quantum ResNet for car classification and its hyperparameter optimization—0
Btech thesis report on adversarial attack detection and purification of adverserially attacked images—0
Predicting tacrolimus exposure in kidney transplanted patients using machine learning—0
Should attention be all we need? The epistemic and ethical implications of unification in machine learning—0
Methodology to Create Analysis-Naive Holdout Records as well as Train and Test Records for Machine Learning Analyses in Healthcare—0
Insights into the origin of halo mass profiles from machine learning—0
The Roles and Modes of Human Interactions with Automated Machine Learning Systems—0
Machine Learning Diffusion Monte Carlo Energies—0
Wavelet-Based Hybrid Machine Learning Model for Out-of-distribution Internet Traffic Prediction—0
On Generalisability of Machine Learning-based Network Intrusion Detection Systems—0
Interpretable Machine Learning for Self-Service High-Risk Decision-Making—0
Pervasive Machine Learning for Smart Radio Environments Enabled by Reconfigurable Intelligent SurfacesCode1
MLSmellHound: A Context-Aware Code Analysis Tool—0
Federated Random Reshuffling with Compression and Variance Reduction—0
Learning Regionally Decentralized AC Optimal Power Flows with ADMM—0
Evaluation of a User Authentication Schema Using Behavioral Biometrics and Machine Learning—0
Training from Zero: Radio Frequency Machine Learning Data Quantity Forecasting—0
DagSim: Combining DAG-based model structure with unconstrained data types and relations for flexible, transparent, and modularized data simulationCode1
Machine Learning in Molecular Dynamics Simulations of Biomolecular Systems—0
Transferring Chemical and Energetic Knowledge Between Molecular Systems with Machine Learning—0
The Road to Explainability is Paved with Bias: Measuring the Fairness of Explanations—0
Benchmarking Econometric and Machine Learning Methodologies in NowcastingCode1
Putting Density Functional Theory to the Test in Machine-Learning-Accelerated Materials Discovery—0
REAL ML: Recognizing, Exploring, and Articulating Limitations of Machine Learning ResearchCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Fb232account and password 100—Unverified