SOTAVerified

BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

Showing 30513100 of 10033 papers

TitleStatusHype
Random Reshuffling with Variance Reduction: New Analysis and Better Rates0
Neural Language Models with Distant Supervision to Identify Major Depressive Disorder from Clinical Notes0
Aiding Long-Term Investment Decisions with XGBoost Machine Learning Model0
A cross-study analysis of drug response prediction in cancer cell lines0
Rethinking Image-Scaling Attacks: The Interplay Between Vulnerabilities in Machine Learning SystemsCode0
Perspectives on Machine Learning from Psychology's Reproducibility Crisis0
Multi-objective Feature Selection with Missing Data in Classification0
SurvNAM: The machine learning survival model explanation0
Application of Computer Vision and Machine Learning for Digitized Herbarium Specimens: A Systematic Literature Review0
Machine learning-assisted surrogate construction for full-core fuel performance analysis0
Cetacean Translation Initiative: a roadmap to deciphering the communication of sperm whales0
In Defense of the Paper0
Why Machine Learning Integrated Patient Flow Simulation?0
Probing artificial neural networks: insights from neuroscience0
Evaluating Standard Feature Sets Towards Increased Generalisability and Explainability of ML-based Network Intrusion Detection0
Geometry encoding for numerical simulationsCode0
Piecewise-linear modelling with feature selection for Li-ion battery end of life prognosis0
A Tunable Model for Graph Generation Using LSTM and Conditional VAE0
Machine Learning and Glioblastoma: Treatment Response Monitoring Biomarkers in 20210
LEx: A Framework for Operationalising Layers of Machine Learning Explanations0
Machine Learning Approaches for Type 2 Diabetes Prediction and Care Management0
Higgs analysis with quantum classifiers0
Facilitating Machine Learning Model Comparison and Explanation Through A Radial Visualisation0
Defending Against Adversarial Denial-of-Service Data Poisoning Attacks0
A comparative study of Different Machine Learning Regressors For Stock Market Prediction0
Neural population geometry: An approach for understanding biological and artificial neural networks0
Multi-Party Dual Learning0
Modelling the COVID-19 virus evolution with Incremental Machine LearningCode0
The Role of Cross-Silo Federated Learning in Facilitating Data Sharing in the Agri-Food Sector0
Fall of Giants: How popular text-based MLaaS fall against a simple evasion attackCode0
Distilling Wikipedia mathematical knowledge into neural network models0
A High-fidelity, Machine-learning Enhanced Queueing Network Simulation Model for Hospital Ultrasound Operations0
Machine learning and deep learning0
An Approach to Symbolic Regression Using Feyn0
Deep Learning for IoT0
Real-time Forecast Models for TBM Load Parameters Based on Machine Learning Methods0
Understanding Prediction Discrepancies in Machine Learning Classifiers0
Online Machine Learning Techniques for Coq: A Comparison0
Machine Learning Approach to Uncovering Residential Energy Consumption Patterns Based on Socioeconomic and Smart Meter Data0
Rank-R FNN: A Tensor-Based Learning Model for High-Order Data Classification0
ALT-MAS: A Data-Efficient Framework for Active Testing of Machine Learning Algorithms0
Graph Representation Learning in Biomedicine0
Noise-Resilient Quantum Machine Learning for Stability Assessment of Power Systems0
Applications of physics-informed scientific machine learning in subsurface science: A survey0
Blending Knowledge in Deep Recurrent Networks for Adverse Event Prediction at Hospital Discharge0
High-Throughput Virtual Screening of Small Molecule Inhibitors for SARS-CoV-2 Protein Targets with Deep Fusion Models0
Individual Explanations in Machine Learning Models: A Case Study on Poverty Estimation0
Assessing the Heterogeneous Impact of Economy-Wide Shocks: A Machine Learning Approach Applied to Colombian Firms0
Signal Processing and Machine Learning Techniques for Terahertz Sensing: An Overview0
Individual Explanations in Machine Learning Models: A Survey for Practitioners0
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Benchmark Results

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