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 351–375 of 10033 papers

Title	Date	Tasks	Status	Hype
Using Twitter Attribute Information to Predict Stock Prices	May 4, 2021	AttributeBIG-bench Machine Learning	CodeCode Available	1
The Tracking Machine Learning challenge : Throughput phase	May 3, 2021	BIG-bench Machine LearningDiversity	CodeCode Available	1
Optimal Stopping via Randomized Neural Networks	Apr 28, 2021	BIG-bench Machine Learning	CodeCode Available	1
DeepSatData: Building large scale datasets of satellite images for training machine learning models	Apr 28, 2021	BIG-bench Machine LearningSemantic Segmentation	CodeCode Available	1
Grouped Feature Importance and Combined Features Effect Plot	Apr 23, 2021	BIG-bench Machine LearningFeature Importance	CodeCode Available	1
Knodle: Modular Weakly Supervised Learning with PyTorch	Apr 23, 2021	BenchmarkingBIG-bench Machine Learning	CodeCode Available	1
CryptGPU: Fast Privacy-Preserving Machine Learning on the GPU	Apr 22, 2021	BIG-bench Machine LearningCPU	CodeCode Available	1
Dataset Inference: Ownership Resolution in Machine Learning	Apr 21, 2021	BIG-bench Machine Learning	CodeCode Available	1
Back-Training excels Self-Training at Unsupervised Domain Adaptation of Question Generation and Passage Retrieval	Apr 18, 2021	BIG-bench Machine LearningDomain Adaptation	CodeCode Available	1
Optimal Counterfactual Explanations for Scorecard modelling	Apr 17, 2021	BIG-bench Machine Learningcounterfactual	CodeCode Available	1
mlf-core: a framework for deterministic machine learning	Apr 15, 2021	BIG-bench Machine LearningTumor Segmentation	CodeCode Available	1
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models	Apr 15, 2021	BIG-bench Machine LearningDeep Learning	CodeCode Available	1
AutoOED: Automated Optimal Experiment Design Platform	Apr 13, 2021	Bayesian OptimizationBIG-bench Machine Learning	CodeCode Available	1
GPU Semiring Primitives for Sparse Neighborhood Methods	Apr 13, 2021	BIG-bench Machine LearningGPU	CodeCode Available	1
Using Machine Learning at Scale in HPC Simulations with SmartSim: An Application to Ocean Climate Modeling	Apr 13, 2021	BIG-bench Machine Learning	CodeCode Available	1
Distributed Learning Systems with First-order Methods	Apr 12, 2021	BIG-bench Machine LearningManagement	CodeCode Available	1
L3DAS21 Challenge: Machine Learning for 3D Audio Signal Processing	Apr 12, 2021	Audio Signal ProcessingBIG-bench Machine Learning	CodeCode Available	1
AutoGL: A Library for Automated Graph Learning	Apr 11, 2021	AutoMLBIG-bench Machine Learning	CodeCode Available	1
ManyTypes4Py: A Benchmark Python Dataset for Machine Learning-based Type Inference	Apr 10, 2021	BIG-bench Machine LearningVocal Bursts Type Prediction	CodeCode Available	1
SI-Score: An image dataset for fine-grained analysis of robustness to object location, rotation and size	Apr 9, 2021	BIG-bench Machine Learning	CodeCode Available	1
GrASP: A Library for Extracting and Exploring Human-Interpretable Textual Patterns	Apr 8, 2021	Argument MiningBIG-bench Machine Learning	CodeCode Available	1
DoubleML -- An Object-Oriented Implementation of Double Machine Learning in Python	Apr 7, 2021	BIG-bench Machine Learningvalid	CodeCode Available	1
NuPS: A Parameter Server for Machine Learning with Non-Uniform Parameter Access	Apr 1, 2021	BIG-bench Machine LearningKnowledge Graph Embeddings	CodeCode Available	1
Auto-KWS 2021 Challenge: Task, Datasets, and Baselines	Mar 31, 2021	AutoMLBIG-bench Machine Learning	CodeCode Available	1
Thermal Neural Networks: Lumped-Parameter Thermal Modeling With State-Space Machine Learning	Mar 30, 2021	BIG-bench Machine LearningScheduling	CodeCode Available	1

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Benchmark Results

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