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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

Showing 79518000 of 10033 papers

TitleStatusHype
Develop machine learning based predictive models for engineering protein solubility0
Optimal Bounds on the VC-dimension0
Deep Learning0
Automated Characterization of Stenosis in Invasive Coronary Angiography Images with Convolutional Neural Networks0
Bio-Measurements Estimation and Support in Knee Recovery through Machine Learning0
Machine Learning Classifiers Do Not Improve the Prediction of Academic Risk: Evidence from AustraliaCode0
Machine Learning Interpretability: A Science rather than a tool0
Cross-layer Optimization for High Speed Adders: A Pareto Driven Machine Learning ApproachCode0
Analyzing Hypersensitive AI: Instability in Corporate-Scale Machine Learning0
RuleMatrix: Visualizing and Understanding Classifiers with RulesCode0
Confidence Intervals for Testing Disparate Impact in Fair LearningCode1
Developing a Portable Natural Language Processing Based Phenotyping SystemCode0
Efficient Deep Learning on Multi-Source Private Data0
A Data-Driven Approach for Predicting Vegetation-Related Outages in Power Distribution Systems0
Jensen: An Easily-Extensible C++ Toolkit for Production-Level Machine Learning and Convex OptimizationCode0
Machine Learning Approaches to Hybrid Music Recommender Systems0
Time Series Deinterleaving of DNS Traffic0
Evolving Differentiable Gene Regulatory Networks0
Machine Learning with Membership Privacy using Adversarial RegularizationCode1
Bipedal Walking Robot using Deep Deterministic Policy GradientCode0
Zap: Making Predictions Based on Online User Behavior0
Boosting Combinatorial Problem Modeling with Machine Learning0
LeFlow: Enabling Flexible FPGA High-Level Synthesis of Tensorflow Deep Neural NetworksCode1
ML-Schema: Exposing the Semantics of Machine Learning with Schemas and Ontologies0
Utilizing Smartphone-Based Machine Learning in Medical Monitor Data Collection: Seven Segment Digit Recognition0
Query-Efficient Hard-label Black-box Attack:An Optimization-based ApproachCode0
A feature agnostic approach for glaucoma detection in OCT volumesCode0
On the Fundamental Limits of Coded Data Shuffling for Distributed Machine Learning0
Instance-based entropy fuzzy support vector machine for imbalanced data0
Differentially-Private "Draw and Discard" Machine Learning0
Emotion Recognition from Speech based on Relevant Feature and Majority Voting0
Morse Code Datasets for Machine LearningCode0
Optimization over Continuous and Multi-dimensional Decisions with Observational Data0
TherML: Thermodynamics of Machine Learning0
The Helmholtz Method: Using Perceptual Compression to Reduce Machine Learning ComplexityCode0
A quantum-inspired classical algorithm for recommendation systemsCode0
Automatic Gradient BoostingCode0
Attack and defence in cellular decision-making: lessons from machine learning0
Troubling Trends in Machine Learning Scholarship0
Hierarchical stochastic graphlet embedding for graph-based pattern recognitionCode0
Machine Learning in High Energy Physics Community White Paper0
Separability is not the best goal for machine learning0
Improving Deep Learning through Automatic Programming0
The CodRep Machine Learning on Source Code CompetitionCode0
YouTube for Patient Education: A Deep Learning Approach for Understanding Medical Knowledge from User-Generated Videos0
Privacy-preserving Machine Learning through Data Obfuscation0
A Survey of Knowledge Representation in Service Robotics0
A Review of Different Word Embeddings for Sentiment Classification using Deep LearningCode0
Transmit Antenna Selection in MIMO Wiretap Channels: A Machine Learning Approach0
Diversity in Machine Learning0
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Benchmark Results

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