SOTAVerified

BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

Showing 53265350 of 10033 papers

TitleStatusHype
Improving Certified Robustness via Statistical Learning with Logical ReasoningCode0
Review: Noise and artifact reduction for MRI using deep learning0
A Big Data Enabled Channel Model for 5G Wireless Communication Systems0
First Order Methods take Exponential Time to Converge to Global Minimizers of Non-Convex Functions0
Opportunities of a Machine Learning-based Decision Support System for Stroke Rehabilitation Assessment0
Imbalance Learning for Variable Star ClassificationCode0
Testing Monotonicity of Machine Learning Models0
Comparison of Multi-Class and Binary Classification Machine Learning Models in Identifying Strong Gravitational Lenses0
Tensor Decompositions in Deep Learning0
PrIU: A Provenance-Based Approach for Incrementally Updating Regression Models0
Machine Learning based prediction of noncentrosymmetric crystal materials0
From Seeing to Moving: A Survey on Learning for Visual Indoor Navigation (VIN)0
A Simple and Agile Cloud Infrastructure to Support Cybersecurity Oriented Machine Learning Workflows0
Towards Utilizing Unlabeled Data in Federated Learning: A Survey and Prospective0
Graphcore C2 Card performance for image-based deep learning application: A Report0
PHS: A Toolbox for Parallel Hyperparameter SearchCode0
Decidability of Sample Complexity of PAC Learning in finite setting0
DeBayes: a Bayesian Method for Debiasing Network EmbeddingsCode0
Learning Relaxed Belady for Content Distribution Network CachingCode1
Relaxed Scheduling for Scalable Belief Propagation0
CausalML: Python Package for Causal Machine LearningCode3
Towards Backdoor Attacks and Defense in Robust Machine Learning ModelsCode2
Three Approaches for Personalization with Applications to Federated LearningCode0
Counterfactual fairness: removing direct effects through regularization0
Turning 30: New Ideas in Inductive Logic Programming0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Fb232account and password 100Unverified