SOTAVerified

BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

Showing 80518100 of 10033 papers

TitleStatusHype
mlpack 3: a fast, flexible machine learning libraryCode3
Distributed learning with compressed gradients0
Automated Bridge Component Recognition using Video Data0
Feature Learning and Classification in Neuroimaging: Predicting Cognitive Impairment from Magnetic Resonance Imaging0
A Novel Hybrid Machine Learning Model for Auto-Classification of Retinal DiseasesCode0
A Scalable Machine Learning Approach for Inferring Probabilistic US-LI-RADS Categorization0
On Machine Learning and Structure for Mobile Robots0
From probabilistic graphical models to generalized tensor networks for supervised learning0
Homonym Detection in Curated Bibliographies: Learning from dblp's Experience (full version)0
Hardware Trojan Attacks on Neural Networks0
Towards Distributed Energy Services: Decentralizing Optimal Power Flow with Machine Learning0
ServeNet: A Deep Neural Network for Web Services ClassificationCode0
Regularized Orthogonal Machine Learning for Nonlinear Semiparametric ModelsCode0
A Machine-Learning Item Recommendation System for Video Games0
Overfitting or perfect fitting? Risk bounds for classification and regression rules that interpolate0
Adversarial Attacks on Variational AutoencodersCode0
Learning to Automatically Generate Fill-In-The-Blank Quizzes0
Fully Convolutional Network for Melanoma Diagnostics0
Static Malware Detection & Subterfuge: Quantifying the Robustness of Machine Learning and Current Anti-Virus0
MISSION: Ultra Large-Scale Feature Selection using Count-SketchesCode0
Logistic Ensemble Models0
Improving Protein Gamma-Turn Prediction Using Inception Capsule Networks0
Auto-Meta: Automated Gradient Based Meta Learner Search0
Baselines and a datasheet for the Cerema AWP dataset0
Deep Learning for Classification Tasks on Geospatial Vector PolygonsCode0
ML + FV = ? A Survey on the Application of Machine Learning to Formal Verification0
A hybrid econometric-machine learning approach for relative importance analysis: Prioritizing food policy0
TAPAS: Tricks to Accelerate (encrypted) Prediction As a ServiceCode0
Domain Adaptive Generation of Aircraft on Satellite Imagery via Simulated and Unsupervised Learning0
Data-driven model for the identification of the rock type at a drilling bit0
Rotation Equivariant CNNs for Digital PathologyCode0
Machine learning-based colon deformation estimation method for colonoscope tracking0
Machine Learning CICY Threefolds0
Large scale classification in deep neural network with Label Mapping0
Residual Unfairness in Fair Machine Learning from Prejudiced Data0
Learning Kolmogorov Models for Binary Random Variables0
Human-aided Multi-Entity Bayesian Networks Learning from Relational Data0
SBAF: A New Activation Function for Artificial Neural Net based Habitability Classification0
Deploying Deep Ranking Models for Search Verticals0
A New Framework for Machine Intelligence: Concepts and Prototype0
Efficient Differentiable Programming in a Functional Array-Processing LanguageCode0
Reverse iterative volume sampling for linear regression0
Quantitative Phase Imaging and Artificial Intelligence: A Review0
A Machine Learning Framework for Stock Selection0
Machine Learning for Yield Curve Feature Extraction: Application to Illiquid Corporate Bonds (Preliminary Draft)0
Reduced-Order Modeling through Machine Learning Approaches for Brittle Fracture Applications0
Learning from Exemplars and Prototypes in Machine Learning and Psychology0
Agreement-based Learning0
Analysis of DAWNBench, a Time-to-Accuracy Machine Learning Performance Benchmark0
ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning ModelsCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Fb232account and password 100Unverified