MLDemon: Deployment Monitoring for Machine Learning Systems

28 April 2021

Papers citing "MLDemon: Deployment Monitoring for Machine Learning Systems"

13 / 13 papers shown

Title
Self-Supervised Data Generation for Precision Agriculture: Blending Simulated Environments with Real Imagery Leonardo Saraceni I. M. Motoi Daniele Nardi Thomas Alessandro Ciarfuglia 56 0 0 25 Feb 2025
Combining Embeddings and Domain Knowledge for Job Posting Duplicate Detection Matthias Engelbach Dennis Klau Maximilien Kintz Alexander Ulrich 27 0 0 10 Jun 2024
Randomized Confidence Bounds for Stochastic Partial Monitoring M. Heuillet Ola Ahmad Audrey Durand 21 1 0 07 Feb 2024
Adversarial Learning for Feature Shift Detection and Correction Míriam Barrabés D. M. Montserrat Margarita Geleta Xavier Giró-i-Nieto A. Ioannidis OOD 23 2 0 07 Dec 2023
MLHOps: Machine Learning for Healthcare Operations Kristoffer Larsen Vallijah Subasri A. Krishnan Cláudio Tinoco Mesquita Diana Paez Laleh Seyyed-Kalantari Amalia Peix LM&MA AI4TS VLM 14 2 0 04 May 2023
An investigation of challenges encountered when specifying training data and runtime monitors for safety critical ML applications Hans-Martin Heyn E. Knauss Iswarya Malleswaran Shruthi Dinakaran 11 4 0 31 Jan 2023
An Efficient Framework for Monitoring Subgroup Performance of Machine Learning Systems Huong Ha 11 0 0 16 Dec 2022
Active Learning Framework to Automate NetworkTraffic Classification Jaroslav Pesek Dominik Soukup T. Čejka 22 1 0 26 Oct 2022
Calibrated Selective Classification Adam Fisch Tommi Jaakkola Regina Barzilay 16 16 0 25 Aug 2022
GSCLIP : A Framework for Explaining Distribution Shifts in Natural Language Zhiying Zhu Weixin Liang James Y. Zou 24 9 0 30 Jun 2022
Security for Machine Learning-based Software Systems: a survey of threats, practices and challenges Huaming Chen Muhammad Ali Babar AAML 14 12 0 12 Jan 2022
Robust Machine Learning Systems: Challenges, Current Trends, Perspectives, and the Road Ahead Muhammad Shafique Mahum Naseer T. Theocharides C. Kyrkou O. Mutlu Lois Orosa Jungwook Choi OOD 66 100 0 04 Jan 2021
Masked Face Recognition Dataset and Application Zhongyuan Wang Guangcheng Wang Baojin Huang Zhangyang Xiong Q. Hong ... Yingjiao Pei Heling Chen Yu Miao Zhibing Huang Ji Liang CVBM 109 412 0 20 Mar 2020