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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

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Showing 2201–2250 of 10033 papers

TitleStatusHype
BIGDML: Towards Exact Machine Learning Force Fields for Materials—0
Nonsmooth Implicit Differentiation for Machine Learning and Optimization—0
Testing Monotonicity of Mean Potential Outcomes in a Continuous Treatment with High-Dimensional Data—0
A critical look at the current train/test split in machine learning—0
Simulated Adversarial Testing of Face Recognition Models—0
Automatic Generation of Machine Learning Synthetic Data Using ROSCode0
Hybrid Method Based on NARX models and Machine Learning for Pattern Recognition—0
On the role of feedback in visual processing: a predictive coding perspectiveCode0
On the relation between statistical learning and perceptual distances—0
Supervised Machine Learning with Plausible Deniability—0
Hybrid Machine Learning Forecasts for the UEFA EURO 2020Code0
Lessons learned developing and using a machine learning model to automatically transcribe 2.3 million handwritten occupation codesCode0
Widening Access to Applied Machine Learning with TinyMLCode0
Forecasting Avalanches in Branched Actomyosin Networks with Network Science and Machine Learning—0
Learning Combinatorial Node Labeling Algorithms—0
How to Evaluate Uncertainty Estimates in Machine Learning for Regression?—0
Automation for Interpretable Machine Learning Through a Comparison of Loss Functions to Regularisers—0
Theoretically Better and Numerically Faster Distributed Optimization with Smoothness-Aware Quantization Techniques—0
Neurons on Amoebae—0
Continual Active Learning for Efficient Adaptation of Machine Learning Models to Changing Image Acquisition—0
Equivariant Graph Neural Networks for 3D Macromolecular StructureCode1
A Near-Optimal Algorithm for Debiasing Trained Machine Learning ModelsCode0
Machine Learning Based Anxiety Detection in Older Adults using Wristband Sensors and Context Feature—0
Identifying Populist Paragraphs in Text: A machine-learning approach—0
Deep Particulate Matter Forecasting Model Using Correntropy-Induced LossCode0
Learning proofs for the classification of nilpotent semigroupsCode0
Virtual Screening of Pharmaceutical Compounds with hERG Inhibitory Activity (Cardiotoxicity) using Ensemble Learning—0
A Review of Machine Learning Classification Using Quantum Annealing for Real-world Applications—0
Machine learning equipped web based disease prediction and recommender system—0
Solving hybrid machine learning tasks by traversing weight space geodesics—0
Empirical observations on the effects of data transformation in machine learning classification of geological domains—0
Learning Curves for SGD on Structured FeaturesCode0
A novel multi-scale loss function for classification problems in machine learning—0
SpreadGNN: Serverless Multi-task Federated Learning for Graph Neural NetworksCode1
A Holistic Approach to Interpretability in Financial Lending: Models, Visualizations, and Summary-Explanations—0
An Intelligent Resource Reservation for Crowdsourced Live Video Streaming Applications in Geo-Distributed Cloud Environment—0
GasHisSDB: A New Gastric Histopathology Image Dataset for Computer Aided Diagnosis of Gastric CancerCode0
Event Classification with Multi-step Machine LearningCode0
Towards Fairness Certification in Artificial Intelligence—0
Stochastic gradient descent with noise of machine learning type. Part II: Continuous time analysis—0
NeuraCrypt: Hiding Private Health Data via Random Neural Networks for Public TrainingCode1
Out-of-Distribution Generalization in Kernel RegressionCode0
Dynamics of specialization in neural modules under resource constraintsCode0
Musical Prosody-Driven Emotion Classification: Interpreting Vocalists Portrayal of Emotions Through Machine Learning—0
Ukiyo-e Analysis and Creativity with Attribute and Geometry AnnotationCode1
Materials Representation and Transfer Learning for Multi-Property PredictionCode1
Causality in Neural Networks -- An Extended Abstract—0
Fair Machine Learning under Limited Demographically Labeled DataCode0
Solving Schrödinger Bridges via Maximum LikelihoodCode1
Effort-free Automated Skeletal Abnormality Detection of Rat Fetuses on Whole-body Micro-CT Scans—0
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Benchmark Results

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1Fb232account and password 100—Unverified