Renda, Alex

6 publications

ICML 2024 Learning to Compile Programs to Neural Networks Logan Weber, Jesse Michel, Alex Renda, Michael Carbin

NeurIPSW 2023 COMET: Neural Cost Model Explanation Framework Isha Chaudhary, Alex Renda, Charith Mendis, Gagandeep Singh

ICMLW 2023 Can LLMs Generate Random Numbers? Evaluating LLM Sampling in Controlled Domains Aspen K Hopkins, Alex Renda, Michael Carbin

NeurIPSW 2022 The Effect of Data Dimensionality on Neural Network Prunability Zachary Ankner, Alex Renda, Gintare Karolina Dziugaite, Jonathan Frankle, Tian Jin

ICLR 2020 Comparing Rewinding and Fine-Tuning in Neural Network Pruning Alex Renda, Jonathan Frankle, Michael Carbin

ICML 2019 Ithemal: Accurate, Portable and Fast Basic Block Throughput Estimation Using Deep Neural Networks Charith Mendis, Alex Renda, Dr.Saman Amarasinghe, Michael Carbin