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 1426–1450 of 10033 papers

Title	Date	Tasks	Status	Score
Distillation as a Defense to Adversarial Perturbations against Deep Neural Networks	Nov 14, 2015	Autonomous VehiclesBIG-bench Machine Learning	CodeCode Available	5
Distractor Generation for Multiple Choice Questions Using Learning to Rank	Jun 1, 2018	BIG-bench Machine LearningDistractor Generation	CodeCode Available	5
Gaussian boson sampling and multi-particle event optimization by machine learning in the quantum phase space	Feb 24, 2021	BIG-bench Machine Learning	CodeCode Available	5
Discriminative Adversarial Domain Generalization with Meta-learning based Cross-domain Validation	Nov 1, 2020	BIG-bench Machine LearningDomain Generalization	CodeCode Available	5
Discriminating Between Similar Nordic Languages	Dec 11, 2020	BIG-bench Machine LearningLanguage Identification	CodeCode Available	5
Discriminating Quantum States with Quantum Machine Learning	Dec 1, 2021	BIG-bench Machine LearningQuantum Machine Learning	CodeCode Available	5
Generalized Kalman Smoothing: Modeling and Algorithms	Sep 20, 2016	BIG-bench Machine LearningSurvey	CodeCode Available	5
Generating Adversarial Malware Examples for Black-Box Attacks Based on GAN	Feb 20, 2017	BIG-bench Machine LearningGenerative Adversarial Network	CodeCode Available	5
Disentangling Abstraction from Statistical Pattern Matching in Human and Machine Learning	Apr 4, 2022	BIG-bench Machine LearningInductive Bias	CodeCode Available	5
A Survey on Bias and Fairness in Machine Learning	Aug 23, 2019	BIG-bench Machine LearningFairness	CodeCode Available	5
Distributed deep learning on edge-devices: feasibility via adaptive compression	Feb 15, 2017	BIG-bench Machine LearningCPU	CodeCode Available	5
A Survey on Causal Inference	Feb 5, 2020	BIG-bench Machine LearningCausal Inference	CodeCode Available	5
Fisher-Schultz Lecture: Generic Machine Learning Inference on Heterogenous Treatment Effects in Randomized Experiments, with an Application to Immunization in India	Dec 13, 2017	BIG-bench Machine LearningVariational Inference	CodeCode Available	5
Direction Concentration Learning: Enhancing Congruency in Machine Learning	Dec 17, 2019	BIG-bench Machine LearningContinual Learning	CodeCode Available	5
Discovering conservation laws from trajectories via machine learning	Feb 8, 2021	BIG-bench Machine Learning	CodeCode Available	5
A deep learning approach to detecting volcano deformation from satellite imagery using synthetic datasets	May 17, 2019	BIG-bench Machine Learning	CodeCode Available	5
Directional Statistics in Machine Learning: a Brief Review	May 1, 2016	BIG-bench Machine Learning	CodeCode Available	5
Discovering General-Purpose Active Learning Strategies	Oct 9, 2018	Active LearningBIG-bench Machine Learning	CodeCode Available	5
Global Model Interpretation via Recursive Partitioning	Feb 11, 2018	BIG-bench Machine Learningmodel	CodeCode Available	5
Goal-Oriented Sensitivity Analysis of Hyperparameters in Deep Learning	Jul 13, 2022	BIG-bench Machine LearningDeep Learning	CodeCode Available	5
Going to Extremes: Weakly Supervised Medical Image Segmentation	Sep 25, 2020	BIG-bench Machine LearningImage Segmentation	CodeCode Available	5
Difficulty Translation in Histopathology Images	Apr 27, 2020	BIG-bench Machine LearningTranslation	CodeCode Available	5
A Survey on Fairness for Machine Learning on Graphs	May 11, 2022	BIG-bench Machine LearningFairness	CodeCode Available	5
A Survey on Large-scale Machine Learning	Aug 10, 2020	BIG-bench Machine LearningComputational Efficiency	CodeCode Available	5
A Benchmark of Selected Algorithmic Differentiation Tools on Some Problems in Computer Vision and Machine Learning	Jul 26, 2018	BIG-bench Machine Learning	CodeCode Available	5

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Benchmark Results

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