SOTAVerified

BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

Showing 401450 of 10033 papers

TitleStatusHype
A Broad-Coverage Challenge Corpus for Sentence Understanding through InferenceCode1
Fighting an Infodemic: COVID-19 Fake News DatasetCode1
Adversarial Robustness for CodeCode1
A semi-agnostic ansatz with variable structure for quantum machine learningCode1
Artistic Style in Robotic Painting; a Machine Learning Approach to Learning Brushstroke from Human ArtistsCode1
A simple equivariant machine learning method for dynamics based on scalarsCode1
A Review of the Gumbel-max Trick and its Extensions for Discrete Stochasticity in Machine LearningCode1
From Connectomic to Task-evoked Fingerprints: Individualized Prediction of Task Contrasts fromResting-state Functional ConnectivityCode1
Against All Odds: Winning the Defense Challenge in an Evasion Competition with DiversificationCode1
FsNet: Feature Selection Network on High-dimensional Biological DataCode1
GAMA: a General Automated Machine learning AssistantCode1
GAN-Aimbots: Using Machine Learning for Cheating in First Person ShootersCode1
GEMA: An open-source Python library for self-organizing-mapsCode1
AdViCE: Aggregated Visual Counterfactual Explanations for Machine Learning Model ValidationCode1
Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation ApproachesCode1
A smile is all you need: Predicting limiting activity coefficients from SMILES with natural language processingCode1
Giraffe: Using Deep Reinforcement Learning to Play ChessCode1
GIST: Distributed Training for Large-Scale Graph Convolutional NetworksCode1
Aequitas: A Bias and Fairness Audit ToolkitCode1
Aerial Imagery Pile burn detection using Deep Learning: the FLAME datasetCode1
A Survey on Machine Learning Algorithms for Applications in Cognitive Radio NetworksCode1
Graph Convolutional Networks for Road NetworksCode1
Graph Robustness Benchmark: Benchmarking the Adversarial Robustness of Graph Machine LearningCode1
GrASP: A Library for Extracting and Exploring Human-Interpretable Textual PatternsCode1
Guided neural style transfer for shape stylizationCode1
Proposed Guidelines for the Responsible Use of Explainable Machine LearningCode1
Head2Head: Video-based Neural Head SynthesisCode1
Hidden Stratification Causes Clinically Meaningful Failures in Machine Learning for Medical ImagingCode1
A Rationale-Centric Framework for Human-in-the-loop Machine LearningCode1
Higher-Order Quantum Reservoir ComputingCode1
A quantum algorithm for training wide and deep classical neural networksCode1
How I failed machine learning in medical imaging -- shortcomings and recommendationsCode1
Hybrid and Automated Machine Learning Approaches for Oil Fields Development: the Case Study of Volve Field, North SeaCode1
HyFed: A Hybrid Federated Framework for Privacy-preserving Machine LearningCode1
Ice Monitoring in Swiss Lakes from Optical Satellites and Webcams using Machine LearningCode1
ImageNet-Patch: A Dataset for Benchmarking Machine Learning Robustness against Adversarial PatchesCode1
Are Convolutional Neural Networks or Transformers more like human vision?Code1
A flow-based IDS using Machine Learning in eBPFCode1
A Preliminary Study of Neural Network-based Approximation for HPC ApplicationsCode1
Industrial Machine Tool Component Surface Defect DatasetCode1
Informed Machine Learning -- A Taxonomy and Survey of Integrating Knowledge into Learning SystemsCode1
In Pursuit of Interpretable, Fair and Accurate Machine Learning for Criminal Recidivism PredictionCode1
Adaptive Risk Minimization: Learning to Adapt to Domain ShiftCode1
Interactive Machine Learning of Musical GestureCode1
Interpretable Machine Learning Approaches to Prediction of Chronic HomelessnessCode1
Interpretable machine learning: definitions, methods, and applicationsCode1
A Primer on the Signature Method in Machine LearningCode1
Is Machine Learning Ready for Traffic Engineering Optimization?Code1
j-Wave: An open-source differentiable wave simulatorCode1
A Review of Biomedical Datasets Relating to Drug Discovery: A Knowledge Graph PerspectiveCode1
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Benchmark Results

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1Fb232account and password 100Unverified