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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

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Showing 4951–5000 of 10033 papers

TitleStatusHype
Heuristic-Based Weak Learning for Automated Decision-MakingCode0
Automated Personalized Feedback Improves Learning Gains in an Intelligent Tutoring System—0
A robust algorithm for explaining unreliable machine learning survival models using the Kolmogorov-Smirnov bounds—0
Differential Machine LearningCode1
Automatic Plant Image Identification of Vietnamese species using Deep Learning Models—0
SurvLIME-Inf: A simplified modification of SurvLIME for explanation of machine learning survival models—0
Interpreting Rate-Distortion of Variational Autoencoder and Using Model Uncertainty for Anomaly DetectionCode1
Predicting atmospheric optical properties for radiative transfer computations using neural networks—0
Using Machine Learning to Emulate Agent-Based SimulationsCode0
Mind the Gap: On Bridging the Semantic Gap between Machine Learning and Information Security—0
ADVISER: A Toolkit for Developing Multi-modal, Multi-domain and Socially-engaged Conversational AgentsCode1
A Machine Learning based Framework for KPI Maximization in Emerging Networks using Mobility Parameters—0
Frugal Optimization for Cost-related HyperparametersCode2
Demystifying a Dark Art: Understanding Real-World Machine Learning Model Development—0
Machine Learning Pipeline for Pulsar Star Dataset—0
Correcting the Autocorrect: Context-Aware Typographical Error Correction via Training Data Augmentation—0
Minerva: A Portable Machine Learning Microservice Framework for Traditional Enterprise SaaS Applications—0
How deep the machine learning can be—0
Predicting the Path Loss of Wireless Channel Models Using Machine Learning Techniques in MmWave Urban Communications—0
Multi-consensus Decentralized Accelerated Gradient Descent—0
Meta Dropout: Learning to Perturb Latent Features for GeneralizationCode1
Discrepancy Ratio: Evaluating Model Performance When Even Experts Disagree on the Truth—0
A FRAMEWORK FOR ROBUSTNESS CERTIFICATION OF SMOOTHED CLASSIFIERS USING F-DIVERGENCES—0
Machine Learning for Enhancing Dementia Screening in Ageing Deaf Signers of British Sign Language—0
Ciron: a New Benchmark Dataset for Chinese Irony Detection—0
HitzalMed: Anonymisation of Clinical Text in Spanish—0
Chunk Different Kind of Spoken Discourse: Challenges for Machine Learning—0
Comparing Methods for Measuring Dialect Similarity in Norwegian—0
Evaluation of Lifelong Learning Systems—0
Handling Entity Normalization with no Annotated Corpus: Weakly Supervised Methods Based on Distributional Representation and Ontological Information—0
Event Extraction from Unstructured Amharic Text—0
CLFD: A Novel Vectorization Technique and Its Application in Fake News Detection—0
Machine-Aided Annotation for Fine-Grained Proposition Types in Argumentation—0
Corpus REDEWIEDERGABE—0
Machine Learning and Deep Neural Network-Based Lemmatization and Morphosyntactic Tagging for Serbian—0
Comparing Machine Learning and Deep Learning Approaches on NLP Tasks for the Italian Language—0
Offensive Language Detection ExplainedCode0
How Universal are Universal Dependencies? Exploiting Syntax for Multilingual Clause-level Sentiment Detection—0
A Deeper Study on Features for Named Entity Recognition—0
Creating a Dataset for Named Entity Recognition in the Archaeology Domain—0
Offensive Video Detection: Dataset and Baseline Results—0
Profiling Italian Misogynist: An Empirical Study—0
Email Threat Detection Using Distinct Neural Network Approaches—0
Arabic Offensive Language Detection with Attention-based Deep Neural Networks—0
Turkish Emotion Voice Database (TurEV-DB)—0
Towards the Ontologization of the Outsider Art Domain: Position Paper—0
Adversarial domain adaptation to reduce sample bias of a high energy physics classifier—0
Learning to Complement Humans—0
DriveML: An R Package for Driverless Machine LearningCode1
Multi-View Self-Attention for Interpretable Drug-Target Interaction PredictionCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Fb232account and password 100—Unverified