Conference on Machine Learning and Systems
PulseAugur coverage of Conference on Machine Learning and Systems — every cluster mentioning Conference on Machine Learning and Systems across labs, papers, and developer communities, ranked by signal.
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ML researcher seeks advice on submitting paper with failed real-world deployment
A master's student is seeking advice on submitting a research paper to the Conference on Machine Learning and Systems (MLSys). The paper details an accelerator for diffusion-based action generation in robotics policies,…
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New benchmark tests LLMs on generating coherent SysML diagrams
Researchers have developed SEMAADB, a new dataset and benchmark designed to evaluate the ability of large language models to generate coherent sets of SysML diagrams. The dataset comprises 3,000 engineering contexts, ea…
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New book details modern GPU programming for AI workloads
A new book titled "Modern GPU Programming for MLSys" aims to demystify high-performance GPU kernel development for machine learning systems. The book, originating from Carnegie Mellon University's Machine Learning Syste…