conftrace_

machine learning deployment

3 papers

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Also known as

ML DEPLOYMENT

Co-occurring keywords · papers mentioning both

performative distribution shift (1) racial disparity (1) ecosystem-level analysis (1) systemic failure (1) deployed machine learning (1) performative gradient descent (1) optimal point (1) statistical process control (1) performance disparity (1) societal impact (1)

Papers

Designing monitoring strategies for deployed machine learning algorithms: navigating performativity through a causal lens CLeaR 2024 Ecosystem-level Analysis of Deployed Machine Learning Reveals Homogeneous Outcomes NeurIPS 2023 How to Learn when Data Reacts to Your Model: Performative Gradient Descent ICML 2021