Towards Robust and Scalable Large Language Models
Paras Jain [2023]
Efficiently Designing Efficient Deep Neural Networks
Alvin Wan [2022]
Safe Reinforcement Learning Using Learned Safe Sets
Brijen Thananjeyan [2022]
The Serverless Datacenter: Hardware and Software Techniques for Resource Disaggregation
Nathan Pemberton [2022]
The Design of Dynamic Neural Networks for Efficient Learning and Inference
Xin Wang [2020]
The Design and Implementation of Low-Latency Prediction Serving Systems
Daniel Crankshaw [2019]
Machine Learning for Automatic Resource Management in the Datacenter and the Cloud
Neeraja Yadwadkar [2018]
Alternate Representations for Scalable Analysis and Control of Heterogeneous Time Series
Francois Belletti [2017]