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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 6901–6950 of 10033 papers

TitleStatusHype
The sharp, the flat and the shallow: Can weakly interacting agents learn to escape bad minima?—0
Machine learning-guided synthesis of advanced inorganic materialsCode0
Formal Verification of Input-Output Mappings of Tree EnsemblesCode0
Transparency in Maintenance of Recruitment Chatbots—0
User Traffic Prediction for Proactive Resource Management: Learning-Powered Approaches—0
On the Linear Speedup Analysis of Communication Efficient Momentum SGD for Distributed Non-Convex Optimization—0
Multi-fidelity classification using Gaussian processes: accelerating the prediction of large-scale computational modelsCode0
Evaluation of Machine Learning Classifiers for Zero-Day Intrusion Detection -- An Analysis on CIC-AWS-2018 dataset—0
Wearable Sensor Data Based Human Activity Recognition using Machine Learning: A new approach—0
Machine Learning Cryptanalysis of a Quantum Random Number GeneratorCode0
Machine Learning Based Routing Congestion Prediction in FPGA High-Level Synthesis—0
Analysis of Gene Interaction Graphs as Prior Knowledge for Machine Learning ModelsCode0
Fast and Reliable Architecture Selection for Convolutional Neural NetworksCode0
Adversarial Examples Are Not Bugs, They Are FeaturesCode1
Machine Learning to Predict Developmental Neurotoxicity with High-throughput Data from 2D Bio-engineered TissuesCode0
Interpretable Automated Machine Learning in Maana(TM) Knowledge Platform—0
Fast and Robust Distributed Learning in High Dimension—0
Decision Making with Machine Learning and ROC Curves—0
Genuinely Distributed Byzantine Machine Learning—0
The Game of Tetris in Machine LearningCode0
When Attackers Meet AI: Learning-empowered Attacks in Cooperative Spectrum Sensing—0
TensorNetwork: A Library for Physics and Machine LearningCode0
Indoor Localization for IoT Using Adaptive Feature Selection: A Cascaded Machine Learning Approach—0
Matlab vs. OpenCV: A Comparative Study of Different Machine Learning Algorithms—0
Group Emotion Recognition Using Machine Learning—0
Human Activity Recognition Using Visual Object Detection—0
Learning Algebraic Structures: Preliminary InvestigationsCode0
Parity Models: A General Framework for Coding-Based Resilience in ML Inference—0
Physicist's Journeys Through the AI World - A Topical Review. There is no royal road to unsupervised learning—0
Machine Learning for Classification of Protein Helix Capping Motifs—0
Emotional Contribution Analysis of Online Reviews—0
Machine Learning meets Stochastic Geometry: Determinantal Subset Selection for Wireless NetworksCode0
Surface Type Classification for Autonomous Robot Indoor Navigation—0
Automatic Dataset Augmentation Using Virtual Human Simulation—0
SHE2: Stochastic Hamiltonian Exploration and Exploitation for Derivative-Free Optimization—0
Holographic and other Point Set Distances for Machine Learning—0
Learning-Based Frequency Estimation Algorithms—0
Optimizing for Generalization in Machine Learning with Cross-Validation Gradients—0
Select Via Proxy: Efficient Data Selection For Training Deep Networks—0
CDeepEx: Contrastive Deep Explanations—0
PATE-GAN: Generating Synthetic Data with Differential Privacy GuaranteesCode0
Query-Efficient Hard-label Black-box Attack: An Optimization-based Approach—0
Distinguishability of Adversarial Examples—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
Challenges and Pitfalls of Machine Learning Evaluation and Benchmarking—0
HOG feature extraction from encrypted images for privacy-preserving machine learning—0
Fourier Transform Approach to Machine Learning II: Fourier Clustering—0
Improving Mechanical Ventilator Clinical Decision Support Systems with A Machine Learning Classifier for Determining Ventilator ModeCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Fb232account and password 100—Unverified