17 citations · 25 across the 7 of their papers we have counts for
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cs.AI2024
Alto: Orchestrating Distributed Compound AI Systems with Nested Ancestry
Deepti Raghavan, Keshav Santhanam, Muhammad Shahir Rahman +7
Compound AI applications chain together subcomponents such as generative language models, document retrievers, and embedding models. Applying traditional systems optimizations such…
cs.AI2020★ 17 cited
Model Assertions for Monitoring and Improving ML Models
Daniel Kang, Deepti Raghavan, Peter Bailis +1
ML models are increasingly deployed in settings with real world interactions such as vehicles, but unfortunately, these models can fail in systematic ways. To prevent errors, ML en…