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this application process. 1. Go to http://www.umjobs.org 2. Click on "Login" (upper right corner). Use your umich uniqname and password. 3. Click on "U-M Graduate Student on the Ann Arbor campus
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, and clinical data. Empty heading Core responsibilities Design, train and deploy multi-modal foundation models for single-cell and spatial cancer data Build scalable training pipelines in PyTorch/JAX
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of autonomous agents capable of multi-step clinical reasoning and planning, as well as systems that utilize Retrieval-Augmented Generation (RAG) to transform unstructured biomedical text into computable
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interpretable AI. We also welcome candidates with interests in emerging areas such as multi-agent learning and the development of foundation models for electronic health records (EHRs). Strong skills in algorithm
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learning with knowledge-based inference, validated by independent experiments and partially supervised by human-in-the-loop systems. A key question will be how agentic AI and foundation models can be
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Preference will be given to candidates with strong background in machine learning and mathematical reasoning and experience in one or more of the following: o Large Language Models (LLMs), multi-agent
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solutions. To this end, the position combines hydro-economic modeling, remote sensing data, and scenario simulations. The PhD project entails extending an existing hydro-economic multi-agent model with high
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to the Director of Support Service Center (R-PATH), the Associate Director provides leadership and advanced support to Tier 1 and Tier 2 agents, within the service center, addressing escalated, complex
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to multi-person rooms the opportunity to convert their assignment into a single-occupancy room. Identify eligible vacancies, market the upgrade option, and facilitate the reassignment process to ensure a
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if you have experience with safety-critical systems, multi-agent autonomy, or learning-based/data-driven/robust/adaptive control under uncertainty, supported by strong mathematical foundations. Hands