SOTAVerified

BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

Showing 22512300 of 10033 papers

TitleStatusHype
Cross-Device Tracking: Matching Devices and CookiesCode0
CECILIA: Comprehensive Secure Machine Learning FrameworkCode0
Cross-Layer Approximation For Printed Machine Learning CircuitsCode0
Explaining Vulnerabilities to Adversarial Machine Learning through Visual AnalyticsCode0
Crust Macrofracturing as the Evidence of the Last DeglaciationCode0
Exploiting Parallel Audio Recordings to Enforce Device Invariance in CNN-based Acoustic Scene ClassificationCode0
CXPlain: Causal Explanations for Model Interpretation under UncertaintyCode0
ExploreKit: Automatic Feature Generation and SelectionCode0
Aleatoric and Epistemic Uncertainty in Machine Learning: An Introduction to Concepts and MethodsCode0
Exploring helical dynamos with machine learningCode0
Counterfactual FairnessCode0
eXpose: A Character-Level Convolutional Neural Network with Embeddings For Detecting Malicious URLs, File Paths and Registry KeysCode0
Aleatoric and Epistemic Uncertainty with Random ForestsCode0
Extracting Sentiment Attitudes From Analytical TextsCode0
ExtremeWeather: A large-scale climate dataset for semi-supervised detection, localization, and understanding of extreme weather eventsCode0
Face Recognition: From Traditional to Deep Learning MethodsCode0
Counterfactual Fairness in Mortgage Lending via Matching and RandomizationCode0
Failure Modes in Machine Learning SystemsCode0
Counterfactual diagnosisCode0
FairBalance: How to Achieve Equalized Odds With Data Pre-processingCode0
COVID-19 and Your Smartphone: BLE-based Smart Contact TracingCode0
Correlator Convolutional Neural Networks: An Interpretable Architecture for Image-like Quantum Matter DataCode0
Coordinated Double Machine LearningCode0
Cost Effective MLaaS Federation: A Combinatorial Reinforcement Learning ApproachCode0
Crafting Adversarial Input Sequences for Recurrent Neural NetworksCode0
Causality for Machine LearningCode0
FairVis: Visual Analytics for Discovering Intersectional Bias in Machine LearningCode0
Fairwashing: the risk of rationalizationCode0
Constant Size Molecular Descriptors For Use With Machine LearningCode0
A hybrid approach to supervised machine learning for algorithmic melody compositionCode0
Fast and realistic large-scale structure from machine-learning-augmented random field simulationsCode0
Fast and Reliable Architecture Selection for Convolutional Neural NetworksCode0
Constrained Submodular Optimization for Vaccine DesignCode0
Fast Counting in Machine Learning ApplicationsCode0
Patch LearningCode0
fastFM: A Library for Factorization MachinesCode0
Causal discovery for observational sciences using supervised machine learningCode0
A Hybrid Approach to Privacy-Preserving Federated LearningCode0
Consensus-Based Optimization on the Sphere: Convergence to Global Minimizers and Machine LearningCode0
Constraining Effective Field Theories with Machine LearningCode0
Achievable Information Rates for Nonlinear Fiber Communication via End-to-end Autoencoder LearningCode0
Concrete Problems in AI SafetyCode0
Comparison Between Traditional Machine Learning Models And Neural Network Models For Vietnamese Hate Speech DetectionCode0
Computing the Hazard Ratios Associated with Explanatory Variables Using Machine Learning Models of Survival DataCode0
Conditional independence testing: a predictive perspectiveCode0
Adaptation Strategies for Automated Machine Learning on Evolving DataCode0
Compressing physical properties of atomic species for improving predictive chemistryCode0
FEDZIP: A Compression Framework for Communication-Efficient Federated LearningCode0
Computational Ad Hominem DetectionCode0
Comparison of pharmacist evaluation of medication orders with predictions of a machine learning modelCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Fb232account and password 100Unverified