Biathlon: Harnessing Model Resilience for Accelerating ML Inference Pipelines

18 May 2024

Papers citing "Biathlon: Harnessing Model Resilience for Accelerating ML Inference Pipelines"

7 / 7 papers shown

Title
JoinBoost: Grow Trees Over Normalized Data Using Only SQL Zezhou Huang Rathijit Sen Jiaxiang Liu Eugene Wu 33 13 0 01 Jul 2023
Why do tree-based models still outperform deep learning on tabular data? Léo Grinsztajn Edouard Oyallon Gaël Varoquaux LMTD 56 361 0 18 Jul 2022
Serving and Optimizing Machine Learning Workflows on Heterogeneous Infrastructures Yongji Wu Matthew Lentz Danyang Zhuo Yao Lu 42 22 0 10 May 2022
Feature Importance-aware Transferable Adversarial Attacks Peng Kuang Hengchang Guo Zhifei Zhang Wenxin Liu Zhan Qin K. Ren AAML 24 210 0 29 Jul 2021
Interpretable Machine Learning: Moving From Mythos to Diagnostics Valerie Chen Jeffrey Li Joon Sik Kim Gregory Plumb Ameet Talwalkar 39 29 0 10 Mar 2021
Machine Learning at Microsoft with ML .NET Zeeshan Ahmed Saeed Amizadeh Mikhail Bilenko Rogan Carr Wei-Sheng Chin ... Sarthak Shah Mohammad Zeeshan Siddiqui Markus Weimer S. Zahirazami Yiwen Zhu AI4CE 19 70 0 14 May 2019
PRETZEL: Opening the Black Box of Machine Learning Prediction Serving Systems Yunseong Lee Alberto Scolari Byung-Gon Chun M. Santambrogio Markus Weimer Matteo Interlandi VLM 18 115 0 14 Oct 2018