BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 9201–9225 of 10033 papers

Title	Date	Tasks	Status
Gradient descent revisited via an adaptive online learning rate	Jan 27, 2018	BIG-bench Machine Learning	CodeCode Available
Gradient Descent: The Ultimate Optimizer	Sep 29, 2019	BIG-bench Machine LearningHyperparameter Optimization	CodeCode Available
Referential Uncertainty and Word Learning in High-dimensional, Continuous Meaning Spaces	Sep 30, 2016	BIG-bench Machine LearningSensitivity	CodeCode Available
Machine Learning-Based Approaches For Breast Cancer Detection in Microwave Imaging	Feb 10, 2021	BIG-bench Machine LearningBinary Classification	CodeCode Available
Double-Adversarial Activation Anomaly Detection: Adversarial Autoencoders are Anomaly Generators	Jan 12, 2021	Anomaly DetectionBIG-bench Machine Learning	CodeCode Available
A Text Classification Framework for Simple and Effective Early Depression Detection Over Social Media Streams	May 18, 2019	BIG-bench Machine LearningDepression Detection	CodeCode Available
BRIDGE: Byzantine-resilient Decentralized Gradient Descent	Aug 21, 2019	BIG-bench Machine Learning	CodeCode Available
Achievable Information Rates for Nonlinear Fiber Communication via End-to-end Autoencoder Learning	Apr 20, 2018	BIG-bench Machine Learning	CodeCode Available
The Deep Parametric PDE Method: Application to Option Pricing	Dec 11, 2020	BIG-bench Machine Learning	CodeCode Available
Do the Machine Learning Models on a Crowd Sourced Platform Exhibit Bias? An Empirical Study on Model Fairness	May 21, 2020	AttributeBIG-bench Machine Learning	CodeCode Available
A Near-Optimal Algorithm for Debiasing Trained Machine Learning Models	Jun 6, 2021	BIG-bench Machine Learning	CodeCode Available
Shell Theory: A Statistical Model of Reality	May 28, 2021	Anomaly DetectionBIG-bench Machine Learning	CodeCode Available
Graduated Optimization of Black-Box Functions	Jun 4, 2019	BIG-bench Machine Learning	CodeCode Available
Brain-Like Object Recognition with High-Performing Shallow Recurrent ANNs	Sep 13, 2019	AnatomyBIG-bench Machine Learning	CodeCode Available
Grammar Based Directed Testing of Machine Learning Systems	Feb 26, 2019	BIG-bench Machine Learning	CodeCode Available
An Atomistic Machine Learning Package for Surface Science and Catalysis	Apr 1, 2019	Active LearningBIG-bench Machine Learning	CodeCode Available
Predicting and Analyzing Law-Making in Kenya	Jun 9, 2020	BIG-bench Machine Learning	CodeCode Available
Shielding Google's language toxicity model against adversarial attacks	Jan 5, 2018	BIG-bench Machine Learningmodel	CodeCode Available
Analyzing the Habitable Zones of Circumbinary Planets Using Machine Learning	Sep 17, 2021	BIG-bench Machine LearningDiversity	CodeCode Available
UE throughput guaranteed small cell on /off algorithm with machine learning	Jun 3, 2020	BIG-bench Machine LearningManagement	CodeCode Available
Accurate Fairness: Improving Individual Fairness without Trading Accuracy	May 18, 2022	BIG-bench Machine LearningFairness	CodeCode Available
Regression Under Human Assistance	Sep 6, 2019	BIG-bench Machine LearningMedical Diagnosis	CodeCode Available
Multi-resolution Super Learner for Voxel-wise Classification of Prostate Cancer Using Multi-parametric MRI	Jul 2, 2020	BIG-bench Machine Learning	CodeCode Available
Predicting Branch Visits and Credit Card Up-selling using Temporal Banking Data	Jul 20, 2016	BIG-bench Machine LearningTask 2	CodeCode Available
Does the "Artificial Intelligence Clinician" learn optimal treatment strategies for sepsis in intensive care?	Feb 8, 2019	BIG-bench Machine Learning	CodeCode Available

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Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Fb232	account and password	100	—	Unverified