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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

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Showing 9301–9350 of 10033 papers

TitleStatusHype
Supervised Machine Learning for Effective Missile Launch Based on Beyond Visual Range Air Combat SimulationsCode0
Distillation as a Defense to Adversarial Perturbations against Deep Neural NetworksCode0
Inexact bilevel stochastic gradient methods for constrained and unconstrained lower-level problemsCode0
Fair Machine Learning under Limited Demographically Labeled DataCode0
Predicting Model Failure using Saliency Maps in Autonomous Driving SystemsCode0
Ultra Large-Scale Feature Selection using Count-SketchesCode0
Predicting Movie Genres Based on Plot SummariesCode0
Analysis | OPEN | Published: 17 June 2019 Multitask learning and benchmarking with clinical time series dataCode0
Bidirectional Recurrent Neural Networks for Medical Event Detection in Electronic Health RecordsCode0
Addressing Fairness, Bias and Class Imbalance in Machine Learning: the FBI-lossCode0
Bias Disparity in Collaborative Recommendation: Algorithmic Evaluation and ComparisonCode0
Towards Machine Learning-Based Optimal HASCode0
Improved Automated Machine Learning from Transfer LearningCode0
Hardware for Machine Learning: Challenges and OpportunitiesCode0
Neural Architecture Search with Bayesian Optimisation and Optimal TransportCode0
Bias and Priors in Machine Learning Calibrations for High Energy PhysicsCode0
Beyond Imitation: Generative and Variational Choreography via Machine LearningCode0
Supervised Machine Learning for Hybrid MeterCode0
Harnessing Interpretable Machine Learning for Holistic Inverse Design of OrigamiCode0
Neural Large Neighborhood Search for the Capacitated Vehicle Routing ProblemCode0
Time Majority Voting, a PC-based EEG Classifier for Non-expert UsersCode0
Accurate and interpretable evaluation of surgical skills from kinematic data using fully convolutional neural networksCode0
Hateminers : Detecting Hate speech against WomenCode0
Hate Speech Detection on Vietnamese Social Media Text using the Bidirectional-LSTM ModelCode0
Video-Data Pipelines for Machine Learning ApplicationsCode0
Cross-Device Tracking: Matching Devices and CookiesCode0
Neural network accelerator for quantum controlCode0
Remote photonic sensing of blood oxygen saturation via tracking of anomalies in micro-saccades patternsCode0
Disparate Censorship & Undertesting: A Source of Label Bias in Clinical Machine LearningCode0
Head and Tail Localization of C. elegansCode0
Removing biased data to improve fairness and accuracyCode0
Beyond Cuts in Small Signal Scenarios -- Enhanced Sneutrino Detectability Using Machine LearningCode0
Machine Learning by Unitary Tensor Network of Hierarchical Tree StructureCode0
HEBO Pushing The Limits of Sample-Efficient Hyperparameter OptimisationCode0
Neural network models and deep learning - a primer for biologistsCode0
Analysis of Kepler Objects of Interest using Machine Learning for Exoplanet IdentificationCode0
Machine Learning Calabi-Yau HypersurfacesCode0
A Data-Driven Approach for Generating Synthetic Load Patterns and Usage HabitsCode0
REPID: Regional Effect Plots with implicit Interaction DetectionCode0
Neural Networks for Beginners. A fast implementation in Matlab, Torch, TensorFlowCode0
Machine Learning Characterization of Cancer Patients-Derived Extracellular Vesicles using Vibrational SpectroscopiesCode0
Heterogeneous causal effects with imperfect compliance: a Bayesian machine learning approachCode0
Time Series Forecasting Using LSTM Networks: A Symbolic ApproachCode0
Machine Learning Classification Informed by a Functional Biophysical SystemCode0
Applying Machine Learning to Crowd-sourced Data from Earthquake DetectiveCode0
Comparison of meta-learners for estimating multi-valued treatment heterogeneous effectsCode0
Machine Learning Classification of Kuiper Belt PopulationsCode0
Heuristic-Based Weak Learning for Automated Decision-MakingCode0
Towards Machine Learning on data from Professional CyclistsCode0
Neural Oblivious Decision Ensembles for Deep Learning on Tabular DataCode0
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Benchmark Results

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