SOTAVerified

BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

Showing 351400 of 10033 papers

TitleStatusHype
Using Twitter Attribute Information to Predict Stock PricesCode1
The Tracking Machine Learning challenge : Throughput phaseCode1
DeepSatData: Building large scale datasets of satellite images for training machine learning modelsCode1
Optimal Stopping via Randomized Neural NetworksCode1
Knodle: Modular Weakly Supervised Learning with PyTorchCode1
Grouped Feature Importance and Combined Features Effect PlotCode1
CryptGPU: Fast Privacy-Preserving Machine Learning on the GPUCode1
Dataset Inference: Ownership Resolution in Machine LearningCode1
Back-Training excels Self-Training at Unsupervised Domain Adaptation of Question Generation and Passage RetrievalCode1
Optimal Counterfactual Explanations for Scorecard modellingCode1
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning ModelsCode1
mlf-core: a framework for deterministic machine learningCode1
GPU Semiring Primitives for Sparse Neighborhood MethodsCode1
AutoOED: Automated Optimal Experiment Design PlatformCode1
Using Machine Learning at Scale in HPC Simulations with SmartSim: An Application to Ocean Climate ModelingCode1
Distributed Learning Systems with First-order MethodsCode1
L3DAS21 Challenge: Machine Learning for 3D Audio Signal ProcessingCode1
AutoGL: A Library for Automated Graph LearningCode1
ManyTypes4Py: A Benchmark Python Dataset for Machine Learning-based Type InferenceCode1
SI-Score: An image dataset for fine-grained analysis of robustness to object location, rotation and sizeCode1
GrASP: A Library for Extracting and Exploring Human-Interpretable Textual PatternsCode1
DoubleML -- An Object-Oriented Implementation of Double Machine Learning in PythonCode1
NuPS: A Parameter Server for Machine Learning with Non-Uniform Parameter AccessCode1
Auto-KWS 2021 Challenge: Task, Datasets, and BaselinesCode1
Thermal Neural Networks: Lumped-Parameter Thermal Modeling With State-Space Machine LearningCode1
Pervasive Label Errors in Test Sets Destabilize Machine Learning BenchmarksCode1
Self-Labeling of Fully Mediating Representations by Graph AlignmentCode1
Industrial Machine Tool Component Surface Defect DatasetCode1
Beyond Trivial Counterfactual Explanations with Diverse Valuable ExplanationsCode1
How I failed machine learning in medical imaging -- shortcomings and recommendationsCode1
White Paper Machine Learning in Certified SystemsCode1
DoubleML -- An Object-Oriented Implementation of Double Machine Learning in RCode1
OGB-LSC: A Large-Scale Challenge for Machine Learning on GraphsCode1
Digital Peter: Dataset, Competition and Handwriting Recognition MethodsCode1
Membership Inference Attacks on Machine Learning: A SurveyCode1
EventGraD: Event-Triggered Communication in Parallel Machine LearningCode1
A semi-agnostic ansatz with variable structure for quantum machine learningCode1
Fairness On The Ground: Applying Algorithmic Fairness Approaches to Production SystemsCode1
BIKED: A Dataset for Computational Bicycle Design with Machine Learning BenchmarksCode1
The Prevalence of Code Smells in Machine Learning projectsCode1
Out of Distribution Generalization in Machine LearningCode1
Evaluation and Optimization of Distributed Machine Learning Techniques for Internet of ThingsCode1
Hybrid and Automated Machine Learning Approaches for Oil Fields Development: the Case Study of Volve Field, North SeaCode1
Multi-Objective Evolutionary Design of Composite Data-Driven ModelsCode1
Automated Machine Learning on Graphs: A SurveyCode1
Scalable federated machine learning with FEDnCode1
Knowledge-aware Zero-Shot Learning: Survey and PerspectiveCode1
Modern Koopman Theory for Dynamical SystemsCode1
Measuring Data Leakage in Machine-Learning Models with Fisher InformationCode1
GIST: Distributed Training for Large-Scale Graph Convolutional NetworksCode1
Show:102550
← PrevPage 8 of 201Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Fb232account and password 100Unverified