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 176–200 of 10033 papers

Title	Date	Tasks	Status	Hype
ML4CO-KIDA: Knowledge Inheritance in Dataset Aggregation	Jan 25, 2022	BIG-bench Machine LearningCombinatorial Optimization	CodeCode Available	1
Bias in Automated Speaker Recognition	Jan 24, 2022	BIG-bench Machine LearningFace Recognition	CodeCode Available	1
RamanNet: A generalized neural network architecture for Raman Spectrum Analysis	Jan 20, 2022	BIG-bench Machine LearningVirology	CodeCode Available	1
Unicorn: Reasoning about Configurable System Performance through the lens of Causality	Jan 20, 2022	BIG-bench Machine LearningCausal Inference	CodeCode Available	1
Manifoldron: Direct Space Partition via Manifold Discovery	Jan 14, 2022	BIG-bench Machine Learning	CodeCode Available	1
Improving VAE based molecular representations for compound property prediction	Jan 13, 2022	BIG-bench Machine LearningPrediction	CodeCode Available	1
A novel interpretable machine learning system to generate clinical risk scores: An application for predicting early mortality or unplanned readmission in a retrospective cohort study	Jan 10, 2022	BIG-bench Machine LearningDecision Making	CodeCode Available	1
Understanding Entropy Coding With Asymmetric Numeral Systems (ANS): a Statistician's Perspective	Jan 5, 2022	BIG-bench Machine LearningData Compression	CodeCode Available	1
Dynamic GPU Energy Optimization for Machine Learning Training Workloads	Jan 5, 2022	BIG-bench Machine LearningGPU	CodeCode Available	1
Knowledge Informed Machine Learning using a Weibull-based Loss Function	Jan 4, 2022	BIG-bench Machine LearningManagement	CodeCode Available	1
Automated Graph Machine Learning: Approaches, Libraries, Benchmarks and Directions	Jan 4, 2022	BIG-bench Machine LearningGraph Learning	CodeCode Available	1
Persformer: A Transformer Architecture for Topological Machine Learning	Dec 30, 2021	BIG-bench Machine LearningTopological Data Analysis	CodeCode Available	1
Long Story Short: Omitted Variable Bias in Causal Machine Learning	Dec 26, 2021	BIG-bench Machine LearningCausal Inference	CodeCode Available	1
Profile Guided Optimization without Profiles: A Machine Learning Approach	Dec 24, 2021	BIG-bench Machine Learning	CodeCode Available	1
NetKet 3: Machine Learning Toolbox for Many-Body Quantum Systems	Dec 20, 2021	BIG-bench Machine LearningChunking	CodeCode Available	1
Scatterbrained: A flexible and expandable pattern for decentralized machine learning	Dec 14, 2021	BIG-bench Machine LearningFederated Learning	CodeCode Available	1
Climate-Invariant Machine Learning	Dec 14, 2021	BIG-bench Machine Learning	CodeCode Available	1
Speeding up Learning Quantum States through Group Equivariant Convolutional Quantum Ansätze	Dec 14, 2021	BIG-bench Machine LearningQuantum Machine Learning	CodeCode Available	1
Malware Classification Using Static Disassembly and Machine Learning	Dec 10, 2021	BIG-bench Machine LearningClassification	CodeCode Available	1
Next Day Wildfire Spread: A Machine Learning Data Set to Predict Wildfire Spreading from Remote-Sensing Data	Dec 4, 2021	BIG-bench Machine LearningEarth Observation	CodeCode Available	1
Revisiting local branching with a machine learning lens	Dec 3, 2021	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
Reverse-Complement Equivariant Networks for DNA Sequences	Dec 1, 2021	BIG-bench Machine Learning	CodeCode Available	1
AugLiChem: Data Augmentation Library of Chemical Structures for Machine Learning	Nov 30, 2021	BIG-bench Machine LearningData Augmentation	CodeCode Available	1
INSTANCE – the Italian seismic dataset for machine learning	Nov 30, 2021	BIG-bench Machine LearningSeismic Detection	CodeCode Available	1

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Benchmark Results

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