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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

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Showing 2501–2550 of 10033 papers

TitleStatusHype
Sample selection from a given dataset to validate machine learning models—0
From Human Explanation to Model Interpretability: A Framework Based on Weight of EvidenceCode0
Discovering nonlinear resonances through physics-informed machine learning—0
Fast Distributionally Robust Learning with Variance Reduced Min-Max Optimization—0
On the Importance of 3D Surface Information for Remote Sensing Classification Tasks—0
Machine Learning-based Lie Detector applied to a Novel Annotated Game Dataset—0
Bridging observation, theory and numerical simulation of the ocean using Machine Learning—0
LCS-DIVE: An Automated Rule-based Machine Learning Visualization Pipeline for Characterizing Complex Associations in Classification—0
Launching Adversarial Attacks against Network Intrusion Detection Systems for IoT—0
Invariant polynomials and machine learningCode0
Evaluating the performance of personal, social, health-related, biomarker and genetic data for predicting an individuals future health using machine learning: A longitudinal analysis—0
Algorithm as Experiment: Machine Learning, Market Design, and Policy Eligibility RulesCode0
RP-DQN: An application of Q-Learning to Vehicle Routing Problems—0
Machine Learning Approaches for Binary Classification to Discover Liver Diseases using Clinical Data—0
Highly Efficient Memory Failure Prediction using Mcelog-based Data Mining and Machine LearningCode0
Analysis of Online Toxicity Detection Using Machine Learning Approaches—0
Automated News Summarization Using Transformers—0
Knodle: Modular Weakly Supervised Learning with PyTorchCode1
Grouped Feature Importance and Combined Features Effect PlotCode1
CryptGPU: Fast Privacy-Preserving Machine Learning on the GPUCode1
Chasing Collective Variables using Autoencoders and biased trajectories—0
Enhancing predictive skills in physically-consistent way: Physics Informed Machine Learning for Hydrological Processes—0
Applications of Artificial Intelligence, Machine Learning and related techniques for Computer Networking Systems—0
Machine-Learning Assisted Optimization Strategies for Phase Change Materials Embedded within Electronic Packages—0
Automatic Double Machine Learning for Continuous Treatment Effects—0
Dataset Inference: Ownership Resolution in Machine LearningCode1
Künstliche Intelligenz, quo vadis?—0
Bayesian Optimization is Superior to Random Search for Machine Learning Hyperparameter Tuning: Analysis of the Black-Box Optimization Challenge 2020Code2
Robustness Tests of NLP Machine Learning Models: Search and Semantically Replace—0
CATE meets ML -- The Conditional Average Treatment Effect and Machine Learning—0
Neural Language Models with Distant Supervision to Identify Major Depressive Disorder from Clinical Notes—0
The Impact of Hyper-Parameter Tuning for Landscape-Aware Performance Regression and Algorithm Selection—0
Multi-target prediction for dummies using two-branch neural networks—0
Aiding Long-Term Investment Decisions with XGBoost Machine Learning Model—0
Random Reshuffling with Variance Reduction: New Analysis and Better Rates—0
Machine learning approach to dynamic risk modeling of mortality in COVID-19: a UK Biobank study—0
Mixtures of Gaussian Processes for regression under multiple prior distributions—0
A cross-study analysis of drug response prediction in cancer cell lines—0
Back-Training excels Self-Training at Unsupervised Domain Adaptation of Question Generation and Passage RetrievalCode1
Rethinking Image-Scaling Attacks: The Interplay Between Vulnerabilities in Machine Learning SystemsCode0
SurvNAM: The machine learning survival model explanation—0
Perspectives on Machine Learning from Psychology's Reproducibility Crisis—0
Multi-objective Feature Selection with Missing Data in Classification—0
Application of Computer Vision and Machine Learning for Digitized Herbarium Specimens: A Systematic Literature Review—0
Machine learning-assisted surrogate construction for full-core fuel performance analysis—0
Optimal Counterfactual Explanations for Scorecard modellingCode1
Cetacean Translation Initiative: a roadmap to deciphering the communication of sperm whales—0
In Defense of the Paper—0
Probing artificial neural networks: insights from neuroscience—0
Why Machine Learning Integrated Patient Flow Simulation?—0
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Benchmark Results

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1Fb232account and password 100—Unverified