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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

Showing 41514200 of 10033 papers

TitleStatusHype
Value Cards: An Educational Toolkit for Teaching Social Impacts of Machine Learning through Deliberation0
Learning Augmented Energy Minimization via Speed ScalingCode0
Machine Learning-Based Early Detection of IoT Botnets Using Network-Edge Traffic0
A Multilinear Sampling Algorithm to Estimate Shapley ValuesCode0
Object-Attribute Biclustering for Elimination of Missing Genotypes in Ischemic Stroke Genome-Wide DataCode0
Optimizing Coverage and Capacity in Cellular Networks using Machine Learning0
A Novel Machine Learning Method for Preference Identification0
The Role of Machine Learning for Trajectory Prediction in Cooperative Driving0
Amnesiac Machine Learning0
AutoML to Date and Beyond: Challenges and Opportunities0
Gender Prediction Based on Vietnamese Names with Machine Learning Techniques0
Model-specific Data Subsampling with Influence Functions0
American Sign Language Identification Using Hand Trackpoint Analysis0
Counterfactual Explanations and Algorithmic Recourses for Machine Learning: A Review0
Ulixes: Facial Recognition Privacy with Adversarial Machine Learning0
Probabilistic Linear Solvers for Machine LearningCode0
Dos and Don'ts of Machine Learning in Computer Security0
Interpretable Machine Learning -- A Brief History, State-of-the-Art and Challenges0
Optimal Decision Lists using SAT0
Sniper GMMs: Structured Gaussian mixtures poison ML on large n small p data with high efficacy0
Survey on Causal-based Machine Learning Fairness Notions0
Machine Learning Evaluation of the Echo-Chamber Effect in Medical Forums0
Data Assimilation NetworksCode0
SmartTriage: A system for personalized patient data capture, documentation generation, and decision support0
NOMA in UAV-aided cellular offloading: A machine learning approach0
Living in the Physics and Machine Learning Interplay for Earth Observation0
Image-based Automated Species Identification: Can Virtual Data Augmentation Overcome Problems of Insufficient Sampling?0
A Generative Model based Adversarial Security of Deep Learning and Linear Classifier Models0
Using machine learning to reduce ensembles of geological models for oil and gas exploration0
Virtual Savant: learning for optimization0
MLCask: Efficient Management of Component Evolution in Collaborative Data Analytics Pipelines0
TensorFlow Lite Micro: Embedded Machine Learning on TinyML SystemsCode0
Binary Choice with Asymmetric Loss in a Data-Rich Environment: Theory and an Application to Racial Justice0
A Generalizable and Accessible Approach to Machine Learning with Global Satellite Imagery0
Evidential Reasoning with Expert-Guided Machine Learning0
Machine Learning-Powered Mitigation Policy Optimization in Epidemiological Models0
Smart Grid: A Survey of Architectural Elements, Machine Learning and Deep Learning Applications and Future Directions0
Performance evaluation and application of computation based low-cost homogeneous machine learning model algorithm for image classification0
Generalizable Machine Learning in Neuroscience using Graph Neural Networks0
Exploring Flip Flop memories and beyond: training recurrent neural networks with key insightsCode0
Explaining Neural Network Predictions for Functional Data Using Principal Component Analysis and Feature Importance0
Sobolev training of thermodynamic-informed neural networks for smoothed elasto-plasticity models with level set hardening0
The Shift to 6G Communications: Vision and Requirements0
Deep Learning Models for Predicting Wildfires from Historical Remote-Sensing Data0
Uncertainty Based Active Learning Strategy for Interactive Weakly Supervised Learning through Data Programming0
Machine learning for industrial safety culture in the developing world0
Altruist: Argumentative Explanations through Local Interpretations of Predictive ModelsCode0
The Design and Development of Games with a Purpose for AI Systems0
Closed-Loop Neural Interfaces with Embedded Machine Learning0
An Introduction to Electrocatalyst Design using Machine Learning for Renewable Energy Storage0
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Benchmark Results

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