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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

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Showing 2551–2600 of 10033 papers

TitleStatusHype
A Tunable Model for Graph Generation Using LSTM and Conditional VAE—0
LEx: A Framework for Operationalising Layers of Machine Learning Explanations—0
Machine Learning and Glioblastoma: Treatment Response Monitoring Biomarkers in 2021—0
Geometry encoding for numerical simulationsCode0
Higgs analysis with quantum classifiers—0
Machine Learning Approaches for Type 2 Diabetes Prediction and Care Management—0
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning ModelsCode1
Evaluating Standard Feature Sets Towards Increased Generalisability and Explainability of ML-based Network Intrusion Detection—0
mlf-core: a framework for deterministic machine learningCode1
Piecewise-linear modelling with feature selection for Li-ion battery end of life prognosis—0
Facilitating Machine Learning Model Comparison and Explanation Through A Radial Visualisation—0
Modelling the COVID-19 virus evolution with Incremental Machine LearningCode0
Neural population geometry: An approach for understanding biological and artificial neural networks—0
A comparative study of Different Machine Learning Regressors For Stock Market Prediction—0
The Role of Cross-Silo Federated Learning in Facilitating Data Sharing in the Agri-Food Sector—0
Multi-Party Dual Learning—0
Defending Against Adversarial Denial-of-Service Data Poisoning Attacks—0
Using Machine Learning at Scale in HPC Simulations with SmartSim: An Application to Ocean Climate ModelingCode1
Fall of Giants: How popular text-based MLaaS fall against a simple evasion attackCode0
GPU Semiring Primitives for Sparse Neighborhood MethodsCode1
AutoOED: Automated Optimal Experiment Design PlatformCode1
Distilling Wikipedia mathematical knowledge into neural network models—0
A High-fidelity, Machine-learning Enhanced Queueing Network Simulation Model for Hospital Ultrasound Operations—0
Real-time Forecast Models for TBM Load Parameters Based on Machine Learning Methods—0
L3DAS21 Challenge: Machine Learning for 3D Audio Signal ProcessingCode1
Machine learning and deep learning—0
An Approach to Symbolic Regression Using Feyn—0
Deep Learning for IoT—0
Understanding Prediction Discrepancies in Machine Learning Classifiers—0
Distributed Learning Systems with First-order MethodsCode1
Online Machine Learning Techniques for Coq: A Comparison—0
Machine Learning Approach to Uncovering Residential Energy Consumption Patterns Based on Socioeconomic and Smart Meter Data—0
AutoGL: A Library for Automated Graph LearningCode1
ALT-MAS: A Data-Efficient Framework for Active Testing of Machine Learning Algorithms—0
Graph Representation Learning in Biomedicine—0
Rank-R FNN: A Tensor-Based Learning Model for High-Order Data Classification—0
ManyTypes4Py: A Benchmark Python Dataset for Machine Learning-based Type InferenceCode1
Applications of physics-informed scientific machine learning in subsurface science: A survey—0
Noise-Resilient Quantum Machine Learning for Stability Assessment of Power Systems—0
High-Throughput Virtual Screening of Small Molecule Inhibitors for SARS-CoV-2 Protein Targets with Deep Fusion Models—0
Assessing the Heterogeneous Impact of Economy-Wide Shocks: A Machine Learning Approach Applied to Colombian Firms—0
Signal Processing and Machine Learning Techniques for Terahertz Sensing: An Overview—0
Transforming Feature Space to Interpret Machine Learning ModelsCode0
Blending Knowledge in Deep Recurrent Networks for Adverse Event Prediction at Hospital Discharge—0
Individual Explanations in Machine Learning Models: A Case Study on Poverty Estimation—0
Protein sequence design with deep generative models—0
Individual Explanations in Machine Learning Models: A Survey for Practitioners—0
eGAN: Unsupervised approach to class imbalance using transfer learningCode0
SI-Score: An image dataset for fine-grained analysis of robustness to object location, rotation and sizeCode1
Predicting the Reproducibility of Social and Behavioral Science Papers Using Supervised Learning Models—0
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Benchmark Results

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1Fb232account and password 100—Unverified