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PANEL: Open panel and discussion on tackling complexity, reproducibility and tech transfer challenges in a rapidly evolving AI/ML/systems research.

, , , , , and . ReQuEST@ASPLOS, page 7. ACM, (2018)

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The Collective Knowledge project: making ML models more portable and reproducible with open APIs, reusable best practices and MLOps.. CoRR, (2020)Invited Talk Abstract: Introducing ReQuEST: An Open Platform for Reproducible and Quality-Efficient Systems-ML Tournaments.. EMC2@ASPLOS, page 3. IEEE, (2018)PANEL: Open panel and discussion on tackling complexity, reproducibility and tech transfer challenges in a rapidly evolving AI/ML/systems research., , , , , and . ReQuEST@ASPLOS, page 7. ACM, (2018)Dagstuhl Reports, Vol. 5, Issue 11 ISSN 2192-5283, , , , , , , , , and 1 other author(s). (2016)Federated benchmarking of medical artificial intelligence with MedPerf., , , , , , , , , and 64 other author(s). Nat. Mac. Intell., 5 (7): 799-810 (July 2023)Quick and Practical Run-Time Evaluation of Multiple Program Optimizations., , , and . Trans. High Perform. Embed. Archit. Compil., (2007)Collective Knowledge: Towards R&D sustainability., , and . DATE, page 864-869. IEEE, (2016)A Practical Method for Quickly Evaluating Program Optimizations., , , and . HiPEAC, volume 3793 of Lecture Notes in Computer Science, page 29-46. Springer, (2005)Workflows Community Summit: Bringing the Scientific Workflows Community Together., , , , , , , , , and 35 other author(s). CoRR, (2021)On the Anatomy of Predictive Models for Accelerating GPU Convolution Kernels and Beyond., , , , , , , , , and . ACM Trans. Archit. Code Optim., 18 (1): 16:1-16:24 (2021)