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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

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Showing 7001–7050 of 10033 papers

TitleStatusHype
Inferring Global Dynamics of a Black-Box System Using Machine Learning—0
The sharp, the flat and the shallow: Can weakly interacting agents learn to escape bad minima?—0
Assuring the Machine Learning Lifecycle: Desiderata, Methods, and Challenges—0
Machine learning-guided synthesis of advanced inorganic materialsCode0
Recommending Dream Jobs in a Biased Real World—0
On the Linear Speedup Analysis of Communication Efficient Momentum SGD for Distributed Non-Convex Optimization—0
User Traffic Prediction for Proactive Resource Management: Learning-Powered Approaches—0
Evaluation of Machine Learning Classifiers for Zero-Day Intrusion Detection -- An Analysis on CIC-AWS-2018 dataset—0
Multi-fidelity classification using Gaussian processes: accelerating the prediction of large-scale computational modelsCode0
Transparency in Maintenance of Recruitment Chatbots—0
Wearable Sensor Data Based Human Activity Recognition using Machine Learning: A new approach—0
Machine Learning Cryptanalysis of a Quantum Random Number GeneratorCode0
Fast and Reliable Architecture Selection for Convolutional Neural NetworksCode0
Interpretable Automated Machine Learning in Maana(TM) Knowledge Platform—0
Machine Learning Based Routing Congestion Prediction in FPGA High-Level Synthesis—0
Machine Learning to Predict Developmental Neurotoxicity with High-throughput Data from 2D Bio-engineered TissuesCode0
Analysis of Gene Interaction Graphs as Prior Knowledge for Machine Learning ModelsCode0
The Game of Tetris in Machine LearningCode0
Decision Making with Machine Learning and ROC Curves—0
Fast and Robust Distributed Learning in High Dimension—0
Genuinely Distributed Byzantine Machine Learning—0
When Attackers Meet AI: Learning-empowered Attacks in Cooperative Spectrum Sensing—0
Matlab vs. OpenCV: A Comparative Study of Different Machine Learning Algorithms—0
Group Emotion Recognition Using Machine Learning—0
Indoor Localization for IoT Using Adaptive Feature Selection: A Cascaded Machine Learning Approach—0
TensorNetwork: A Library for Physics and Machine LearningCode0
Physicist's Journeys Through the AI World - A Topical Review. There is no royal road to unsupervised learning—0
Learning Algebraic Structures: Preliminary InvestigationsCode0
Human Activity Recognition Using Visual Object Detection—0
Parity Models: A General Framework for Coding-Based Resilience in ML Inference—0
Distinguishability of Adversarial Examples—0
PATE-GAN: Generating Synthetic Data with Differential Privacy GuaranteesCode0
Query-Efficient Hard-label Black-box Attack: An Optimization-based Approach—0
Machine Learning meets Stochastic Geometry: Determinantal Subset Selection for Wireless NetworksCode0
Select Via Proxy: Efficient Data Selection For Training Deep Networks—0
SHE2: Stochastic Hamiltonian Exploration and Exploitation for Derivative-Free Optimization—0
Automatic Dataset Augmentation Using Virtual Human Simulation—0
Emotional Contribution Analysis of Online Reviews—0
Learning-Based Frequency Estimation Algorithms—0
Machine Learning for Classification of Protein Helix Capping Motifs—0
Surface Type Classification for Autonomous Robot Indoor Navigation—0
CDeepEx: Contrastive Deep Explanations—0
Holographic and other Point Set Distances for Machine Learning—0
Optimizing for Generalization in Machine Learning with Cross-Validation Gradients—0
Supervised Machine Learning for Eliciting Individual Demand—0
Semi-Unsupervised Lifelong Learning for Sentiment Classification: Less Manual Data Annotation and More Self-Studying—0
Semantic Referee: A Neural-Symbolic Framework for Enhancing Geospatial Semantic Segmentation—0
Improving Mechanical Ventilator Clinical Decision Support Systems with A Machine Learning Classifier for Determining Ventilator ModeCode0
Challenges and Pitfalls of Machine Learning Evaluation and Benchmarking—0
Fourier Transform Approach to Machine Learning II: Fourier Clustering—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Fb232account and password 100—Unverified