Concepedia

Alex Renda

AR

6

Publications

321

Citations

6

H-Index

2018

Active since

Affiliations

Massachusetts Institute of Technology(Current)

Alex Renda is an author at Massachusetts Institute of Technology specializing in computer science, engineering, and computer engineering.

Top concepts

EngineeringComputer ScienceComputer EngineeringDeep LearningMachine LearningCompilersProgram AnalysisSoftware TestingData AugmentationSoftware Analysis

Publications per year

2018–2020

6

Publications

6

Comparing Rewinding and Fine-tuning in Neural Network Pruning

Alex Renda, Jonathan Frankle, Michael Carbin · arXiv (Cornell University) · 2020 · 179 citations · Full text

Data Augmentation, Incremental Learning, Engineering +11

Ithemal: Accurate, Portable and Fast Basic Block Throughput Estimation using Deep Neural Networks

Charith Mendis, Alex Renda, Saman Amarasinghe et al. · arXiv (Cornell University) · 2018 · 49 citations · Full text

Engineering, Machine Learning, Compiler Technology +25

Ithemal: Accurate, Portable and Fast Basic Block Throughput Estimation using Deep Neural Networks

Charith Mendis, Alex Renda, Dr.Saman Amarasinghe et al. · DSpace@MIT (Massachusetts Institute of Technology) · 2019 · 36 citations

Comparing Rewinding and Fine-tuning in Neural Network Pruning

Alex Renda, Jonathan Frankle, Michael Carbin · arXiv (Cornell University) · 2020 · 25 citations · Full text

Data Augmentation, Incremental Learning, Engineering +11

BHive: A Benchmark Suite and Measurement Framework for Validating x86-64 Basic Block Performance Models

Yishen Chen, Ajay Brahmakshatriya, Charith Mendis et al. · 2019 · 22 citations

Engineering, Compiler Technology, Computer Architecture +20

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