conftrace_

Matteo Interlandi

3 papers · 2018–2024 · 2 conferences · across top CS/AI conferences

Achievements

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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🏃 Academic Marathon (6) 🐝 Cross-Pollinator (12)

Conferences

OSDI (2) ICLR (1)

Top co-authors

Markus Weimer (2) Sebastian Schelter (1) Marco Domenico Santambrogio (1) Byung-gon Chun (1) Alberto Scolari (1) Supun Nakandala (1) Konstantinos Karanasos (1) Ce Zhang (1) Yunseong Lee (1) Bojan Karlaš (1)

Keywords

feature extraction (1) model serving (1) model compilation (1) feature engineering (1) memory footprint (1) neural network compilation (1) compiler optimization (1) latency optimization (1) tensor computation (1) prediction serving (1) model pipeline (1) neural network compiler (1)

Papers

Data Debugging with Shapley Importance over Machine Learning Pipelines ICLR 2024 A Tensor Compiler for Unified Machine Learning Prediction Serving OSDI 2020 PRETZEL: Opening the Black Box of Machine Learning Prediction Serving Systems OSDI 2018