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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

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Showing 9201–9250 of 10033 papers

TitleStatusHype
Neural Networks Designing Neural Networks: Multi-Objective Hyper-Parameter Optimization—0
CoCoA: A General Framework for Communication-Efficient Distributed OptimizationCode0
Does Distributionally Robust Supervised Learning Give Robust Classifiers?—0
One Class Splitting Criteria for Random ForestsCode0
Adversarial Machine Learning at ScaleCode0
PrivLogit: Efficient Privacy-preserving Logistic Regression by Tailoring Numerical Optimizers—0
Finding Approximate Local Minima Faster than Gradient DescentCode0
Extracting Actionability from Machine Learning Models by Sub-optimal Deterministic Planning—0
Quantum Laplacian Eigenmap—0
MusicMood: Predicting the mood of music from song lyrics using machine learningCode0
The Machine Learning Algorithm as Creative Musical Tool—0
TorchCraft: a Library for Machine Learning Research on Real-Time Strategy GamesCode0
Optimization for Large-Scale Machine Learning with Distributed Features and ObservationsCode0
FEAST: An Automated Feature Selection Framework for Compilation Tasks—0
KeystoneML: Optimizing Pipelines for Large-Scale Advanced Analytics—0
Machine learning methods for accurate delineation of tumors in PET images—0
Machine Learning Model Interpretability for Precision Medicine—0
Discriminative Gaifman Models—0
Quantum-enhanced machine learning—0
An Improved Approach for Prediction of Parkinson's Disease using Machine Learning Techniques—0
Energy-efficient Machine Learning in Silicon: A Communications-inspired Approach—0
Learning to Reason With Adaptive Computation—0
Using Machine Learning to Detect Noisy Neighbors in 5G Networks—0
Learning Deep Architectures for Interaction Prediction in Structure-based Virtual Screening—0
How to be Fair and Diverse?—0
Ranking of classification algorithms in terms of mean-standard deviation using A-TOPSIS—0
Modeling Scalability of Distributed Machine Learning—0
Structured adaptive and random spinners for fast machine learning computations—0
An Interactive Machine Learning Framework—0
Membership Inference Attacks against Machine Learning ModelsCode0
Black-box Importance Sampling—0
Are Accuracy and Robustness Correlated?—0
Machine learning applied to single-shot x-ray diagnostics in an XFEL—0
Dataiku's Solution to SPHERE's Activity Recognition Challenge—0
Solving Marginal MAP Problems with NP Oracles and Parity Constraints—0
Federated Optimization: Distributed Machine Learning for On-Device Intelligence—0
Distributed Averaging CNN-ELM for Big Data—0
DeepDGA: Adversarially-Tuned Domain Generation and Detection—0
Near-Data Processing for Differentiable Machine Learning Models—0
Places: An Image Database for Deep Scene Understanding—0
On the Safety of Machine Learning: Cyber-Physical Systems, Decision Sciences, and Data Products—0
A SMART Stochastic Algorithm for Nonconvex Optimization with Applications to Robust Machine Learning—0
End-to-End Radio Traffic Sequence Recognition with Deep Recurrent Neural Networks—0
Latent Tree Analysis—0
Data Science in Service of Performing Arts: Applying Machine Learning to Predicting Audience Preferences—0
A Primer on Coordinate Descent Algorithms—0
Referential Uncertainty and Word Learning in High-dimensional, Continuous Meaning SpacesCode0
Discriminating Similar Languages: Evaluations and Explorations—0
Machine Learning Techniques for Stackelberg Security Games: a Survey—0
The Famine of Forte: Few Search Problems Greatly Favor Your Algorithm—0
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1Fb232account and password 100—Unverified