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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 791–800 of 10033 papers

Title	Date	Tasks	Status	Hype
AnalogVNN: A fully modular framework for modeling and optimizing photonic neural networks	Oct 14, 2022	BIG-bench Machine LearningGPU	CodeCode Available	1
Physics Informed Neural Networks for Simulating Radiative Transfer	Sep 25, 2020	BIG-bench Machine Learning	CodeCode Available	1
General Pitfalls of Model-Agnostic Interpretation Methods for Machine Learning Models	Jul 8, 2020	BIG-bench Machine LearningFeature Importance	CodeCode Available	1
Pixel VQ-VAEs for Improved Pixel Art Representation	Mar 23, 2022	BIG-bench Machine Learning	CodeCode Available	1
PLUR: A Unifying, Graph-Based View of Program Learning, Understanding, and Repair	Dec 1, 2021	BIG-bench Machine LearningMulti-Task Learning	CodeCode Available	1
PMLB v1.0: An open source dataset collection for benchmarking machine learning methods	Nov 30, 2020	BenchmarkingBIG-bench Machine Learning	CodeCode Available	1
PointHop: An Explainable Machine Learning Method for Point Cloud Classification	Jul 30, 2019	AttributeBIG-bench Machine Learning	CodeCode Available	1
Position Aided Beam Prediction in the Real World: How Useful GPS Locations Actually Are?	May 18, 2022	Beam PredictionBIG-bench Machine Learning	CodeCode Available	1
Automating In-Network Machine Learning	May 18, 2022	Anomaly DetectionBIG-bench Machine Learning	CodeCode Available	1
Cyberbullying Detection with Fairness Constraints	May 9, 2020	BIG-bench Machine LearningFairness	CodeCode Available	1

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Benchmark Results

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