Concepedia

Yerlan Idelbayev

YI

4

Publications

449

Citations

4

H-Index

2017

Active since

Affiliations

University of California, Merced(Current)

Yerlan Idelbayev is an author at University of California, Merced specializing in deep learning, computer engineering, and computer science.

Top concepts

EngineeringDeep LearningComputer ScienceMachine LearningComputer EngineeringArtificial IntelligenceData SciencePattern RecognitionEdge ComputingSignal Processing

Publications per year

2017–2020

4

Publications

4

"Learning-Compression" Algorithms for Neural Net Pruning

Miguel Á. Carreira-Perpiñán, Yerlan Idelbayev · 2018 · 198 citations

Artificial Intelligence, Model Optimization, Engineering +14

Low-Rank Compression of Neural Nets: Learning the Rank of Each Layer

Yerlan Idelbayev, Miguel Á. Carreira-Perpiñán · 2020 · 117 citations

Artificial Intelligence, Engineering, Machine Learning +18

Small Molecule Accurate Recognition Technology (SMART) to Enhance Natural Products Research

Chen Zhang, Yerlan Idelbayev, Nicholas Roberts et al. · Scientific Reports · 2017 · 111 citations · Full text

Model compression as constrained optimization, with application to neural nets. Part II: quantization

Miguel Á. Carreira-Perpiñán, Yerlan Idelbayev · arXiv (Cornell University) · 2017 · 23 citations · Full text

Mathematical Programming, Artificial Intelligence, Engineering +17

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