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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

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Showing 3451–3500 of 10033 papers

TitleStatusHype
A Weighted Solution to SVM Actionability and Interpretability—0
SoK: Training Machine Learning Models over Multiple Sources with Privacy Preservation—0
Accurate and Fast Federated Learning via Combinatorial Multi-Armed Bandits—0
Bayesian optimization assisted unsupervised learning for efficient intra-tumor partitioning in MRI and survival prediction for glioblastoma patients—0
Generating Synthetic Multispectral Satellite Imagery from Sentinel-2—0
Empirical observation of negligible fairness-accuracy trade-offs in machine learning for public policyCode0
Machine learning with incomplete datasets using multi-objective optimization models—0
SensiX: A Platform for Collaborative Machine Learning on the Edge—0
Impact of weather factors on migration intention using machine learning algorithms—0
Learning Interpretable Concept-Based Models with Human Feedback—0
Federated Learning with Heterogeneous Labels and Models for Mobile Activity Monitoring—0
ESCAPED: Efficient Secure and Private Dot Product Framework for Kernel-based Machine Learning Algorithms with Applications in Healthcare—0
Optimising Design Verification Using Machine Learning: An Open Source Solution—0
TrollHunter [Evader]: Automated Detection [Evasion] of Twitter Trolls During the COVID-19 Pandemic—0
Predicting Emotions Perceived from Sounds—0
Logic Synthesis Meets Machine Learning: Trading Exactness for GeneralizationCode1
Accelerating Road Sign Ground Truth Construction with Knowledge Graph and Machine Learning—0
Every Corporation Owns Its Image: Corporate Credit Ratings via Convolutional Neural Networks—0
Automatic Routability Predictor Development Using Neural Architecture Search—0
FairBatch: Batch Selection for Model FairnessCode1
Explainable AI for Software Engineering—0
Addressing machine learning concept drift reveals declining vaccine sentiment during the COVID-19 pandemicCode0
Transfer Learning as an Enabler of the Intelligent Digital Twin—0
A Novel index-based multidimensional data organization model that enhances the predictability of the machine learning algorithms—0
Physics Guided Machine Learning Methods for Hydrology—0
Machine learning prediction of critical transition and system collapse—0
On Extending NLP Techniques from the Categorical to the Latent Space: KL Divergence, Zipf's Law, and Similarity SearchCode0
On Variational Inference for User Modeling in Attribute-Driven Collaborative Filtering—0
Advanced Graph and Sequence Neural Networks for Molecular Property Prediction and Drug DiscoveryCode1
Distributed Machine Learning for Wireless Communication Networks: Techniques, Architectures, and Applications—0
A Study of Few-Shot Audio Classification—0
DecisiveNets: Training Deep Associative Memories to Solve Complex Machine Learning Problems—0
COVID-19 Cough Classification using Machine Learning and Global Smartphone Recordings—0
Generating Varied Training Corpora in Runyankore Using a Combined Semantic and Syntactic, Pattern-Grammar-based Approach—0
Interpretation of Sentiment Analysis in Aeschylus’s Greek Tragedy—0
Intent Segmentation of User Queries Via Discourse Parsing—0
Automatically Predicting Judgement Dimensions of Human Behaviour—0
A machine-learning based model to identify PhD-level skills in job ads—0
WORD SENSE DISAMBIUATION FOR KASHMIRI LANGUAGE USING SUPERVISED MACHINE LEARNING—0
Automatic Technical Domain Identification—0
Automatic Discovery of Heterogeneous Machine Learning Pipelines: An Application to Natural Language Processing—0
Demo Application for the AutoGOAL Framework—0
Model-agnostic Methods for Text Classification with Inherent Noise—0
A Deep Generative Approach to Native Language Identification—0
TAC at SemEval-2020 Task 12: Ensembling Approach for Multilingual Offensive Language Identification in Social MediaCode0
CoLi at UdS at SemEval-2020 Task 12: Offensive Tweet Detection with Ensembling—0
Transfer learning to enhance amenorrhea status prediction in cancer and fertility data with missing values—0
ReproducedPapers.org: Openly teaching and structuring machine learning reproducibilityCode1
Deploying deep learning in OpenFOAM with TensorFlowCode1
Toward Accurate Platform-Aware Performance Modeling for Deep Neural Networks—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Fb232account and password 100—Unverified