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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

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Showing 8801–8850 of 10033 papers

TitleStatusHype
ERFit: Entropic Regression Fit Matlab Package, for Data-Driven System Identification of Underlying Dynamic EquationsCode0
Fast classification of small X-ray diffraction datasets using data augmentation and deep neural networksCode0
Learn to Ignore: Domain Adaptation for Multi-Site MRI AnalysisCode0
Fast Counting in Machine Learning ApplicationsCode0
A Comparison of Machine Learning Algorithms for the Surveillance of Autism Spectrum DisorderCode0
Faster and better: a machine learning approach to corner detectionCode0
MIMIC-Extract: A Data Extraction, Preprocessing, and Representation Pipeline for MIMIC-IIICode0
Dataflow Matrix Machines as a Generalization of Recurrent Neural NetworksCode0
Automated Remote Sensing Forest Inventory Using Satellite ImageryCode0
Persistence Bag-of-Words for Topological Data AnalysisCode0
fastFM: A Library for Factorization MachinesCode0
Minimal Achievable Sufficient Statistic LearningCode0
A real-time iterative machine learning approach for temperature profile prediction in additive manufacturing processesCode0
Entropy from Machine LearningCode0
Persistence Curves: A canonical framework for summarizing persistence diagramsCode0
Minimax Kernel Machine Learning for a Class of Doubly Robust Functionals with Application to Proximal Causal InferenceCode0
Persistence Diagrams with Linear Machine Learning ModelsCode0
Entanglement-guided architectures of machine learning by quantum tensor networkCode0
Semi-Supervised Learning for Sparsely-Labeled Sequential Data: Application to Healthcare Video ProcessingCode0
Data-driven HR - Résumé Analysis Based on Natural Language Processing and Machine LearningCode0
A hybrid inference system for improved curvature estimation in the level-set method using machine learningCode0
Persistence Images: A Stable Vector Representation of Persistent HomologyCode0
Network Classification Based Structural Analysis of Real Networks and their Model-Generated CounterpartsCode0
Fast Single Image Reflection Suppression via Convex OptimizationCode0
Unsupervised machine learning framework for discriminating major variants of concern during COVID-19Code0
Minimum Viable Model Estimates for Machine Learning ProjectsCode0
Using Probabilistic Machine Learning to Better Model Temporal Patterns in Parameterizations: a case study with the Lorenz 96 modelCode0
Mining Coronavirus (COVID-19) Posts in Social MediaCode0
ensmallen: a flexible C++ library for efficient function optimizationCode0
Ensemble of Neural Classifiers for Scoring Knowledge Base TriplesCode0
Mining for Dark Matter Substructure: Inferring subhalo population properties from strong lenses with machine learningCode0
Ensemble learning with 3D convolutional neural networks for connectome-based predictionCode0
Leveraging Expert Consistency to Improve Algorithmic Decision SupportCode0
Rademacher Complexity for Adversarially Robust GeneralizationCode0
Self Driving RC Car using Behavioral CloningCode0
Variance Reduced Local SGD with Lower Communication ComplexityCode0
Training Machine Learning Models by Regularizing their ExplanationsCode0
An Empirical Study of Rich Subgroup Fairness for Machine LearningCode0
Min-Max Bilevel Multi-objective Optimization with Applications in Machine LearningCode0
What is Local Optimality in Nonconvex-Nonconcave Minimax Optimization?Code0
Feature engineering workflow for activity recognition from synchronized inertial measurement unitsCode0
Leveraging power grid topology in machine learning assisted optimal power flowCode0
Rafiki: Machine Learning as an Analytics Service SystemCode0
Misplaced Trust: Measuring the Interference of Machine Learning in Human Decision-MakingCode0
An Empirical Investigation of Catastrophic Forgetting in Gradient-Based Neural NetworksCode0
MISSION: Ultra Large-Scale Feature Selection using Count-SketchesCode0
Mitigating cold start problems in drug-target affinity prediction with interaction knowledge transferringCode0
Ensemble Distillation for Robust Model Fusion in Federated LearningCode0
Using Machine Learning to Emulate Agent-Based SimulationsCode0
ARDA: Automatic Relational Data Augmentation for Machine LearningCode0
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