Job Description

Mission

The Laboratory for Information and Inference Systems (LIONS) at EPFL is looking for postdoctoral fellows with a strong background in machine learning, continuous optimization, and deep learning, or other related areas to work under the supervision of Prof. Volkan Cevher. Strong coding skills is a big plus.

Main duties and responsibilities

There are three positions that revolve around the following topics around LLMs or VLMs:

  • Rethinking robustness in deep learning to enhance and verify robustness of models
  • Continuous and discrete optimization theory to develop new continual learning, federated learning, and combinatorial optimization methodology.
  • Accelerating inference systems to build next generation inference frameworks.

    • Profile

    For the postdoctoral positions, candidates should have or be close to finishing a PhD degree in electrica...

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