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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

Showing 24762500 of 10033 papers

TitleStatusHype
Applying physics-based loss functions to neural networks for improved generalizability in mechanics problems0
Learning Models for Suicide Prediction from Social Media Posts0
Machine Learning Techniques for Software Quality Assurance: A Survey0
ReLearn: A Robust Machine Learning Framework in Presence of Missing Data for Multimodal Stress Detection from Physiological Signals0
From Distributed Machine Learning to Federated Learning: A Survey0
An Axiomatic Theory of Provably-Fair Welfare-Centric Machine Learning0
NURBS-Diff: A Differentiable Programming Module for NURBS0
Towards Fair Classifiers Without Sensitive Attributes: Exploring Biases in Related FeaturesCode0
Differentiable model-based adaptive optics for two-photon microscopy0
VIRDOCD: a VIRtual DOCtor to Predict Dengue Fatality0
Inspect, Understand, Overcome: A Survey of Practical Methods for AI Safety0
The Logic of Graph Neural Networks0
Search Algorithms for Automated Hyper-Parameter TuningCode0
SYNFIX: Automatically Fixing Syntax Errors using Compiler Diagnostics0
Prediction of Food Production Using Machine Learning Algorithms of Multilayer Perceptron and ANFIS0
An Experimental Analysis of Work-Life Balance Among The Employees using Machine Learning Classifiers0
Online Product Feature Recommendations with Interpretable Machine Learning0
Machine Learning based System for Vessel Turnaround Time Prediction0
Neuromorphic Computing is Turing-Complete0
Algorithmic Factors Influencing Bias in Machine LearningCode0
DeepSatData: Building large scale datasets of satellite images for training machine learning modelsCode1
Optimal Stopping via Randomized Neural NetworksCode1
MLDemon: Deployment Monitoring for Machine Learning Systems0
A Reinforcement Learning Environment for Polyhedral Optimizations0
Sample selection from a given dataset to validate machine learning models0
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Benchmark Results

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