SOTAVerified

BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

Showing 27512800 of 10033 papers

TitleStatusHype
A Mathematical Foundation for Robust Machine Learning based on Bias-Variance Trade-off0
Towards an Automated Pipeline for Detecting and Classifying Malware through Machine Learning0
Adaptive machine learning for protein engineering0
HASI: Hardware-Accelerated Stochastic Inference, A Defense Against Adversarial Machine Learning Attacks0
A machine learning pipeline for aiding school identification from child trafficking images0
StreamBrain: An HPC Framework for Brain-like Neural Networks on CPUs, GPUs and FPGAsCode0
Taxonomy of Machine Learning Safety: A Survey and Primer0
A Direct Slip Ratio Estimation Method based on an Intelligent Tire and Machine Learning0
5G MIMO Data for Machine Learning: Application to Beam-Selection using Deep Learning0
On the role of feedback in visual processing: a predictive coding perspectiveCode0
BIGDML: Towards Exact Machine Learning Force Fields for Materials0
GSGP-CUDA -- a CUDA framework for Geometric Semantic Genetic Programming0
A critical look at the current train/test split in machine learning0
On the relation between statistical learning and perceptual distances0
Automatic Generation of Machine Learning Synthetic Data Using ROSCode0
Supervised Machine Learning with Plausible Deniability0
Predicting the Popularity of Reddit Posts with AI0
Testing Monotonicity of Mean Potential Outcomes in a Continuous Treatment with High-Dimensional Data0
Intrinsic Dimension Estimation Using Wasserstein Distances0
Hybrid Method Based on NARX models and Machine Learning for Pattern Recognition0
Nonsmooth Implicit Differentiation for Machine Learning and Optimization0
Machine Learning Based Prediction of Future Stress Events in a Driving Scenario0
Simulated Adversarial Testing of Face Recognition Models0
Widening Access to Applied Machine Learning with TinyMLCode0
Learning Combinatorial Node Labeling Algorithms0
Automation for Interpretable Machine Learning Through a Comparison of Loss Functions to Regularisers0
Hybrid Machine Learning Forecasts for the UEFA EURO 2020Code0
Neurons on Amoebae0
Lessons learned developing and using a machine learning model to automatically transcribe 2.3 million handwritten occupation codesCode0
Forecasting Avalanches in Branched Actomyosin Networks with Network Science and Machine Learning0
Continual Active Learning for Efficient Adaptation of Machine Learning Models to Changing Image Acquisition0
Theoretically Better and Numerically Faster Distributed Optimization with Smoothness-Aware Quantization Techniques0
How to Evaluate Uncertainty Estimates in Machine Learning for Regression?0
Identifying Populist Paragraphs in Text: A machine-learning approach0
A Near-Optimal Algorithm for Debiasing Trained Machine Learning ModelsCode0
Learning proofs for the classification of nilpotent semigroupsCode0
Deep Particulate Matter Forecasting Model Using Correntropy-Induced LossCode0
Machine Learning Based Anxiety Detection in Older Adults using Wristband Sensors and Context Feature0
Virtual Screening of Pharmaceutical Compounds with hERG Inhibitory Activity (Cardiotoxicity) using Ensemble Learning0
Solving hybrid machine learning tasks by traversing weight space geodesics0
A Review of Machine Learning Classification Using Quantum Annealing for Real-world Applications0
Machine learning equipped web based disease prediction and recommender system0
A Holistic Approach to Interpretability in Financial Lending: Models, Visualizations, and Summary-Explanations0
Towards Fairness Certification in Artificial Intelligence0
An Intelligent Resource Reservation for Crowdsourced Live Video Streaming Applications in Geo-Distributed Cloud Environment0
GasHisSDB: A New Gastric Histopathology Image Dataset for Computer Aided Diagnosis of Gastric CancerCode0
Event Classification with Multi-step Machine LearningCode0
Empirical observations on the effects of data transformation in machine learning classification of geological domains0
Musical Prosody-Driven Emotion Classification: Interpreting Vocalists Portrayal of Emotions Through Machine Learning0
Dynamics of specialization in neural modules under resource constraintsCode0
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Benchmark Results

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