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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

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Showing 3501–3550 of 10033 papers

TitleStatusHype
Symbolic AI for XAI: Evaluating LFIT Inductive Programming for Fair and Explainable Automatic Recruitment—0
Towards a Universal Features Set for IoT Botnet Attacks Detection—0
Evaluating (weighted) dynamic treatment effects by double machine learning—0
Machine Learning Systems in the IoT: Trustworthiness Trade-offs for Edge Intelligence—0
mlOSP: Towards a Unified Implementation of Regression Monte Carlo AlgorithmsCode0
A Fair Classifier Using Kernel Density Estimation—0
Multiparameter Persistence Image for Topological Machine LearningCode1
Decentralized Langevin Dynamics for Bayesian Learning—0
Decentralized Accelerated Proximal Gradient Descent—0
Improving Online Rent-or-Buy Algorithms with Sequential Decision Making and ML Predictions—0
Scalable Belief Propagation via Relaxed Scheduling—0
A Statistical Mechanics Framework for Task-Agnostic Sample Design in Machine Learning—0
Adaptive Learned Bloom Filter (Ada-BF): Efficient Utilization of the Classifier with Application to Real-Time Information Filtering on the Web—0
On the Power of Louvain in the Stochastic Block Model—0
Human vs. supervised machine learning: Who learns patterns faster?—0
Why model why? Assessing the strengths and limitations of LIMECode0
Double machine learning for sample selection models—0
PMLB v1.0: An open source dataset collection for benchmarking machine learning methodsCode1
Machine learning spatio-temporal epidemiological model to evaluate Germany-county-level COVID-19 risk—0
Applied Machine Learning for Games: A Graduate School Course—0
Prior and Prejudice: The Novice Reviewers' Bias against Resubmissions in Conference Peer Review—0
AGNet: Weighing Black Holes with Machine LearningCode1
HydroNet: Benchmark Tasks for Preserving Intermolecular Interactions and Structural Motifs in Predictive and Generative Models for Molecular Data—0
TransMIA: Membership Inference Attacks Using Transfer Shadow Training—0
Automating Artifact Detection in Video GamesCode0
Gradient Sparsification Can Improve Performance of Differentially-Private Convex Machine Learning—0
A Survey on Principles, Models and Methods for Learning from Irregularly Sampled Time Series—0
Twitter Spam Detection: A Systematic Review—0
Detecting Video Game Player Burnout with the Use of Sensor Data and Machine LearningCode1
Dank or Not? -- Analyzing and Predicting the Popularity of Memes on RedditCode0
Short-Term Flow-Based Bandwidth Forecasting using Machine Learning—0
What is a meaningful representation of protein sequences?Code1
Convening during COVID-19: Lessons learnt from organizing virtual workshops in 2020—0
Exoplanet Detection using Machine LearningCode0
A Backward SDE Method for Uncertainty Quantification in Deep Learning—0
Multidimensional Persistence Module Classification via Lattice-Theoretic Convolutions—0
Semi-Supervised Learning for Sparsely-Labeled Sequential Data: Application to Healthcare Video ProcessingCode0
Machine Learning to study the impact of gender-based violence in the news media—0
Reducing Discrimination in Learning Algorithms for Social Good in Sociotechnical Systems—0
CASTELO: Clustered Atom Subtypes aidEd Lead Optimization -- a combined machine learning and molecular modeling method—0
Hawkes Processes Modeling, Inference and Control: An Overview—0
Towards Interpretable Multilingual Detection of Hate Speech against Immigrants and Women in Twitter at SemEval-2019 Task 5—0
Estimator Model for Prediction of Power Output of Wave Farms Using Machine Learning Methods—0
Automatic coding of students' writing via Contrastive Representation Learning in the Wasserstein space—0
Fast IR Drop Estimation with Machine Learning—0
Interactive Machine Learning of Musical GestureCode1
FIST: A Feature-Importance Sampling and Tree-Based Method for Automatic Design Flow Parameter Tuning—0
Large-scale machine learning-based phenotyping significantly improves genomic discovery for optic nerve head morphologyCode0
DeepTriage: Automated Transfer Assistance for Incidents in Cloud Services—0
Advancements of federated learning towards privacy preservation: from federated learning to split learning—0
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Benchmark Results

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1Fb232account and password 100—Unverified