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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

Showing 81518200 of 10033 papers

TitleStatusHype
Meta-learning with differentiable closed-form solversCode1
Super learning in the SAS system0
Machine Learning for Predictive Analytics of Compute Cluster Jobs0
Minimax Lower Bounds for Cost Sensitive Classification0
Reconciled Polynomial Machine: A Unified Representation of Shallow and Deep Learning Models0
Robust Optimization over Multiple Domains0
Tell Me Something New: A New Framework for Asynchronous Parallel Learning0
DeepLogic: Towards End-to-End Differentiable Logical ReasoningCode0
Optimizing for Generalization in Machine Learning with Cross-Validation GradientsCode0
Markov Chain Importance Sampling -- a highly efficient estimator for MCMC0
Can machine learning identify interesting mathematics? An exploration using empirically observed laws0
ScaffoldNet: Detecting and Classifying Biomedical Polymer-Based Scaffolds via a Convolutional Neural Network0
Composite Semantic Relation Classification0
Unsupervised Machine Learning Based on Non-Negative Tensor Factorization for Analyzing Reactive-Mixing0
Prediction of Facebook Post Metrics using Machine Learning0
Corpus Conversion Service: A machine learning platform to ingest documents at scale [Poster abstract]0
The Finite Sample Performance of Treatment Effects Estimators based on the Lasso0
Machine Learning: Basic Principles0
AttriGuard: A Practical Defense Against Attribute Inference Attacks via Adversarial Machine LearningCode0
Machine Learning for Public Administration Research, with Application to Organizational Reputation0
Randomized Smoothing SVRG for Large-scale Nonsmooth Convex Optimization0
An O(N) Sorting Algorithm: Machine Learning SortCode0
Distributed Deep Forest and its Application to Automatic Detection of Cash-out Fraud0
Transcription Factor-DNA Binding Via Machine Learning Ensembles0
Deep Learning of Geometric Constellation Shaping including Fiber Nonlinearities0
An Unsupervised Clustering-Based Short-Term Solar Forecasting Methodology Using Multi-Model Machine Learning Blending0
Learning to Teach0
Machine Learning in Compiler Optimisation0
Online normalizer calculation for softmaxCode0
Detecting Compressed Cleartext Traffic from Consumer Internet of Things Devices0
Automatic Classification of Object Code Using Machine Learning0
Examining the Use of Neural Networks for Feature Extraction: A Comparative Analysis using Deep Learning, Support Vector Machines, and K-Nearest Neighbor Classifiers0
Learning Patient Representations from TextCode0
A brief introduction to the Grey Machine Learning0
Modeling Dengue Vector Population Using Remotely Sensed Data and Machine Learning0
Dynamic Control Flow in Large-Scale Machine Learning0
Machine learning regression on hyperspectral data to estimate multiple water parameters0
The feasibility of automated identification of six algae types using neural networks and fluorescence-based spectral-morphological features0
Siamese networks for generating adversarial examples0
CLAUDETTE: an Automated Detector of Potentially Unfair Clauses in Online Terms of ServiceCode1
RF-PUF: Enhancing IoT Security through Authentication of Wireless Nodes using In-situ Machine Learning0
Modelling tourism demand to Spain with machine learning techniques. The impact of forecast horizon on model selection0
Automatic Coding for Neonatal Jaundice From Free Text Data Using Ensemble Methods0
Images & Recipes: Retrieval in the cooking contextCode0
Comparison of Classical and Nonlinear Models for Short-Term Electricity Price Prediction0
RF-PUF: IoT Security Enhancement through Authentication of Wireless Nodes using In-situ Machine Learning0
Trainability and Accuracy of Neural Networks: An Interacting Particle System Approach0
Two Multilingual Corpora Extracted from the Tenders Electronic Daily for Machine Learning and Machine Translation Applications.Code0
Improving homograph disambiguation with supervised machine learning0
Solid Harmonic Wavelet Scattering for Predictions of Molecule Properties0
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