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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

Showing 451500 of 10033 papers

TitleStatusHype
BIKED: A Dataset for Computational Bicycle Design with Machine Learning BenchmarksCode1
LeFlow: Enabling Flexible FPGA High-Level Synthesis of Tensorflow Deep Neural NetworksCode1
Leveraging Adversarial Examples to Quantify Membership Information LeakageCode1
Lifelong DP: Consistently Bounded Differential Privacy in Lifelong Machine LearningCode1
Boosting on the shoulders of giants in quantum device calibrationCode1
Brain Predictability toolbox: a Python library for neuroimaging based machine learningCode1
Born-Again Tree EnsemblesCode1
Afro-MNIST: Synthetic generation of MNIST-style datasets for low-resource languagesCode1
Bridging the gap to real-world for network intrusion detection systems with data-centric approachCode1
Against All Odds: Winning the Defense Challenge in an Evasion Competition with DiversificationCode1
LoopStack: a Lightweight Tensor Algebra Compiler StackCode1
Deep Learning and Symbolic Regression for Discovering Parametric EquationsCode1
Deep Molecular Dreaming: Inverse machine learning for de-novo molecular design and interpretability with surjective representationsCode1
By-passing the Kohn-Sham equations with machine learningCode1
Canonicalizing Knowledge Base LiteralsCode1
Machine Learning-Based Unbalance Detection of a Rotating Shaft Using Vibration DataCode1
DEAP Cache: Deep Eviction Admission and Prefetching for CacheCode1
Case study: Mapping potential informal settlements areas in Tegucigalpa with machine learning to plan ground surveyCode1
A Machine Learning Benchmark for Facies ClassificationCode1
Machine Learning for Glacier Monitoring in the Hindu Kush HimalayaCode1
Machine learning in spectral domainCode1
Causal Inference with the Instrumental Variable Approach and Bayesian Nonparametric Machine LearningCode1
Adaptive Risk Minimization: Learning to Adapt to Domain ShiftCode1
Machine learning modeling of family wide enzyme-substrate specificity screensCode1
Machine Learning on Graphs: A Model and Comprehensive TaxonomyCode1
Machine learning on knowledge graphs for context-aware security monitoringCode1
Challenges in Representation Learning: A report on three machine learning contestsCode1
Characterizing metastable states with the help of machine learningCode1
Coresets for Data-efficient Training of Machine Learning ModelsCode1
Making a Spiking Net Work: Robust brain-like unsupervised machine learningCode1
CLAUDETTE: an Automated Detector of Potentially Unfair Clauses in Online Terms of ServiceCode1
Malware Classification Using Static Disassembly and Machine LearningCode1
Manthan: A Data Driven Approach for Boolean Function SynthesisCode1
ManyTypes4Py: A Benchmark Python Dataset for Machine Learning-based Type InferenceCode1
Markpainting: Adversarial Machine Learning meets InpaintingCode1
Clinica: an open source software platform for reproducible clinical neuroscience studiesCode1
Breaking the Computation and Communication Abstraction Barrier in Distributed Machine Learning WorkloadsCode1
Dataset Optimization Strategies for MalwareTraffic DetectionCode1
Enhanced spatio-temporal electric load forecasts using less data with active deep learningCode1
AGNet: Weighing Black Holes with Machine LearningCode1
A GNN-RNN Approach for Harnessing Geospatial and Temporal Information: Application to Crop Yield PredictionCode1
MementoML: Performance of selected machine learning algorithm configurations on OpenML100 datasetsCode1
Classification of Abnormal Hand Movement for Aiding in Autism Detection: Machine Learning StudyCode1
A graph representation of molecular ensembles for polymer property predictionCode1
CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and GenerationCode1
MEUZZ: Smart Seed Scheduling for Hybrid FuzzingCode1
Colmena: Scalable Machine-Learning-Based Steering of Ensemble Simulations for High Performance ComputingCode1
Mixed-Integer Optimization with Constraint LearningCode1
Combining SchNet and SHARC: The SchNarc machine learning approach for excited-state dynamicsCode1
Leakage of Dataset Properties in Multi-Party Machine LearningCode1
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Benchmark Results

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1Fb232account and password 100Unverified