SOTAVerified

BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

Showing 501550 of 10033 papers

TitleStatusHype
adabmDCA: Adaptive Boltzmann machine learning for biological sequencesCode1
New Evolutionary Computation Models and their Applications to Machine LearningCode1
Auto-differentiable Ensemble Kalman FiltersCode1
Noise2Noise: Learning Image Restoration without Clean DataCode1
Nonlinear Least Squares for Large-Scale Machine Learning using Stochastic Jacobian EstimatesCode1
NUBIA: NeUral Based Interchangeability Assessor for Text GenerationCode1
ADAHESSIAN: An Adaptive Second Order Optimizer for Machine LearningCode1
OmiEmbed: a unified multi-task deep learning framework for multi-omics dataCode1
Augmenting DL with Adversarial Training for Robust Prediction of Epilepsy SeizuresCode1
Automatic Feasibility Study via Data Quality Analysis for ML: A Case-Study on Label NoiseCode1
AutoGL: A Library for Automated Graph LearningCode1
Automated Machine Learning Techniques for Data StreamsCode1
AxCell: Automatic Extraction of Results from Machine Learning PapersCode1
BIKED: A Dataset for Computational Bicycle Design with Machine Learning BenchmarksCode1
Asymmetric Private Set Intersection with Applications to Contact Tracing and Private Vertical Federated Machine LearningCode1
A Survey on Machine Learning Techniques for Source Code AnalysisCode1
Atomic structure generation from reconstructing structural fingerprintsCode1
A Survey of Machine Learning Techniques in Adversarial Image ForensicsCode1
Accuracy and Fairness Trade-offs in Machine Learning: A Stochastic Multi-Objective ApproachCode1
Open Source Software for Efficient and Transparent ReviewsCode1
A Survey of Privacy Attacks in Machine LearningCode1
Artistic Style in Robotic Painting; a Machine Learning Approach to Learning Brushstroke from Human ArtistsCode1
Are Convolutional Neural Networks or Transformers more like human vision?Code1
A semi-agnostic ansatz with variable structure for quantum machine learningCode1
A Primer on the Signature Method in Machine LearningCode1
A Preliminary Study of Neural Network-based Approximation for HPC ApplicationsCode1
A quantum algorithm for training wide and deep classical neural networksCode1
Approximate Network Motif Mining Via Graph LearningCode1
70 years of machine learning in geoscience in reviewCode1
Approximating Network Centrality Measures Using Node Embedding and Machine LearningCode1
A Rationale-Centric Framework for Human-in-the-loop Machine LearningCode1
A Review of Biomedical Datasets Relating to Drug Discovery: A Knowledge Graph PerspectiveCode1
A Review of the Gumbel-max Trick and its Extensions for Discrete Stochasticity in Machine LearningCode1
Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation ApproachesCode1
A simple equivariant machine learning method for dynamics based on scalarsCode1
A smile is all you need: Predicting limiting activity coefficients from SMILES with natural language processingCode1
A survey of bias in Machine Learning through the prism of Statistical Parity for the Adult Data SetCode1
A Survey of Label-noise Representation Learning: Past, Present and FutureCode1
A survey on datasets for fairness-aware machine learningCode1
A Survey on Machine Learning Algorithms for Applications in Cognitive Radio NetworksCode1
Attacks on Image Encryption Schemes for Privacy-Preserving Deep Neural NetworksCode1
AIPerf: Automated machine learning as an AI-HPC benchmarkCode1
AugLiChem: Data Augmentation Library of Chemical Structures for Machine LearningCode1
Augmented Ultrasonic Data for Machine LearningCode1
A Unified View of Relational Deep Learning for Drug Pair ScoringCode1
AutoCLINT: The Winning Method in AutoCV Challenge 2019Code1
AutoKE: An automatic knowledge embedding framework for scientific machine learningCode1
Auto-KWS 2021 Challenge: Task, Datasets, and BaselinesCode1
Automated Evolutionary Approach for the Design of Composite Machine Learning PipelinesCode1
A Novel Framework for Spatio-Temporal Prediction of Environmental Data Using Deep LearningCode1
Show:102550
← PrevPage 11 of 201Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Fb232account and password 100Unverified