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 8776–8800 of 10033 papers

Title	Date	Tasks	Status
Querying Knowledge via Multi-Hop English Questions	Jul 18, 2019	BIG-bench Machine LearningQuestion Answering	CodeCode Available
Query-limited Black-box Attacks to Classifiers	Dec 23, 2017	Bayesian OptimizationBIG-bench Machine Learning	CodeCode Available
Closing the Loop: A Framework for Trustworthy Machine Learning in Power Systems	Mar 14, 2022	BIG-bench Machine LearningDataset Generation	CodeCode Available
EvalAI: Towards Better Evaluation Systems for AI Agents	Feb 10, 2019	BenchmarkingBIG-bench Machine Learning	CodeCode Available
Evading Malware Classifiers via Monte Carlo Mutant Feature Discovery	Jun 15, 2021	BIG-bench Machine LearningMalware Analysis	CodeCode Available
FairVis: Visual Analytics for Discovering Intersectional Bias in Machine Learning	Apr 10, 2019	BIG-bench Machine LearningFairness	CodeCode Available
Fairwashing: the risk of rationalization	Jan 28, 2019	BIG-bench Machine LearningFairness	CodeCode Available
MGP-AttTCN: An Interpretable Machine Learning Model for the Prediction of Sepsis	Sep 27, 2019	BIG-bench Machine LearningInterpretable Machine Learning	CodeCode Available
Fake News Detection in Spanish Using Deep Learning Techniques	Oct 13, 2021	BIG-bench Machine LearningDeep Learning	CodeCode Available
Performative Prediction in a Stateful World	Nov 8, 2020	BIG-bench Machine LearningPrediction	CodeCode Available
A Living Review of Machine Learning for Particle Physics	Feb 2, 2021	BIG-bench Machine Learning	CodeCode Available
A Generalized Flow for B2B Sales Predictive Modeling: An Azure Machine Learning Approach	Feb 4, 2020	BIG-bench Machine LearningDecision Making	CodeCode Available
Estimating heterogeneous survival treatment effect in observational data using machine learning	Aug 17, 2020	BIG-bench Machine LearningCausal Inference	CodeCode Available
Fall of Giants: How popular text-based MLaaS fall against a simple evasion attack	Apr 13, 2021	BIG-bench Machine LearningSentence	CodeCode Available
Quizbowl: The Case for Incremental Question Answering	Apr 9, 2019	BIG-bench Machine LearningDecision Making	CodeCode Available
FANN-on-MCU: An Open-Source Toolkit for Energy-Efficient Neural Network Inference at the Edge of the Internet of Things	Nov 8, 2019	BIG-bench Machine LearningEdge-computing	CodeCode Available
Data Quality Measures and Efficient Evaluation Algorithms for Large-Scale High-Dimensional Data	Jan 5, 2021	BIG-bench Machine Learningspeech-recognition	CodeCode Available
PermuteAttack: Counterfactual Explanation of Machine Learning Credit Scorecards	Aug 24, 2020	Adversarial AttackBIG-bench Machine Learning	CodeCode Available
Estimating Glycemic Impact of Cooking Recipes via Online Crowdsourcing and Machine Learning	Sep 17, 2019	BIG-bench Machine Learning	CodeCode Available
Estimating g-Leakage via Machine Learning	May 9, 2020	BIG-bench Machine Learning	CodeCode Available
Data Generation for Neural Programming by Example	Nov 6, 2019	BIG-bench Machine LearningSynthetic Data Generation	CodeCode Available
Clonability of anti-counterfeiting printable graphical codes: a machine learning approach	Mar 18, 2019	BIG-bench Machine Learning	CodeCode Available
Fast and realistic large-scale structure from machine-learning-augmented random field simulations	May 16, 2022	BIG-bench Machine Learning	CodeCode Available
Fast and Reliable Architecture Selection for Convolutional Neural Networks	May 6, 2019	Bayesian OptimisationBIG-bench Machine Learning	CodeCode Available
Fast Bayesian Optimization of Machine Learning Hyperparameters on Large Datasets	May 23, 2016	Bayesian OptimizationBIG-bench Machine Learning	CodeCode Available

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Benchmark Results

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