Yash Akhauri

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 17

Top Topics

Learning Frameworks

Neural Architecture

Multilayer Perceptron

Top Venues

Publications

Yash Akhauri, Mohamed S. Abdelfattah
On Latency Predictors for Neural Architecture Search. MLSys (2024)
Jordan Dotzel, Yash Akhauri, Ahmed S. AbouElhamayed, Carly Jiang, Mohamed S. Abdelfattah, Zhiru Zhang
Radial Networks: Dynamic Layer Routing for High-Performance Large Language Models. CoRR (2024)
Yash Akhauri, Mohamed S. Abdelfattah
Encodings for Prediction-based Neural Architecture Search. CoRR (2024)
Yash Akhauri, Ahmed F. AbouElhamayed, Jordan Dotzel, Zhiru Zhang, Alexander M. Rush, Safeen Huda, Mohamed S. Abdelfattah
ShadowLLM: Predictor-based Contextual Sparsity for Large Language Models. CoRR (2024)
Yash Akhauri, Mohamed S. Abdelfattah
On Latency Predictors for Neural Architecture Search. CoRR (2024)
Yash Akhauri, Mohamed S. Abdelfattah
Multi-Predict: Few Shot Predictors For Efficient Neural Architecture Search. CoRR (2023)
Yash Akhauri, Mohamed S. Abdelfattah
Multi-Predict: Few Shot Predictors For Efficient Neural Architecture Search. AutoML (2023)
Yash Akhauri, Juan Pablo Muñoz, Nilesh Jain, Ravi Iyer
EZNAS: Evolving Zero-Cost Proxies For Neural Architecture Scoring. NeurIPS (2022)
Yash Akhauri, J. Pablo Munoz, Nilesh Jain, Ravi Iyer
Evolving Zero Cost Proxies For Neural Architecture Scoring. CoRR (2022)
Yash Akhauri, Adithya Niranjan, J. Pablo Muñoz, Suvadeep Banerjee, Abhijit Davare, Pasquale Cocchini, Anton A. Sorokin, Ravi Iyer, Nilesh Jain
RHNAS: Realizable Hardware and Neural Architecture Search. CoRR (2021)
J. Pablo Muñoz, Nikolay Lyalyushkin, Yash Akhauri, Anastasia Senina, Alexander Kozlov, Nilesh Jain
Enabling NAS with Automated Super-Network Generation. CoRR (2021)
Yaman Umuroglu, Yash Akhauri, Nicholas James Fraser, Michaela Blott
LogicNets: Co-Designed Neural Networks and Circuits for Extreme-Throughput Applications. FPL (2020)
Yash Akhauri
Exposing Hardware Building Blocks to Machine Learning Frameworks. CoRR (2020)
Yaman Umuroglu, Yash Akhauri, Nicholas J. Fraser, Michaela Blott
High-Throughput DNN Inference with LogicNets. FCCM (2020)
Yaman Umuroglu, Yash Akhauri, Nicholas J. Fraser, Michaela Blott
LogicNets: Co-Designed Neural Networks and Circuits for Extreme-Throughput Applications. CoRR (2020)
Yash Akhauri
HadaNets: Flexible Quantization Strategies for Neural Networks. CoRR (2019)
Yash Akhauri
HadaNets: Flexible Quantization Strategies for Neural Networks. CVPR Workshops (2019)