conftrace_

machine learning system

6 papers

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Also known as

ML SYSTEM

Co-occurring keywords · papers mentioning both

stereo detection (1) model entanglement (1) stale synchronous parallel (1) machine learning reliability (1) data dependency (1) adaptive data collection (1) technical debt (1) hidden feedback loop (1) configuration issue (1) system anti-pattern (1)

Papers

Large Language Models for Anomaly and Out-of-Distribution Detection: A Survey NAACL 2025 Fixes That Fail: Self-Defeating Improvements in Machine-Learning Systems NeurIPS 2021 Clipper: A Low-Latency Online Prediction Serving System NSDI 2017 Hidden Technical Debt in Machine Learning Systems NeurIPS 2015 NEXT: A System for Real-World Development, Evaluation, and Application of Active Learning NeurIPS 2015 More Effective Distributed ML via a Stale Synchronous Parallel Parameter Server NeurIPS 2013