Adeyemi D. Adeoye
I am a PhD student at IMT Lucca in the Dynamical Systems, Control, and Optimization (DYSCO) research group under the supervision of Prof. Alberto Bemporad.
I received my bachelor’s degree in Mathematics in 2016 from the University of Ilorin in Nigeria. I obtained a master’s degree in Mathematical Sciences in 2018 from the African Institute for Mathematical Sciences (AIMS), Cameroon. In 2019, I joined the African Master’s in Machine Intelligence (AMMI) post-graduate program at the African Institute for Mathematical Sciences (AIMS), Rwanda, where I got a master’s degree in Machine Intelligence.
Research topics
- Current research focus: Mathematics of machine learning (mathematical optimization) and its applications
- Efficient optimization algorithms for machine learning
- Data-driven identification and control of complex dynamical systems
Papers
Software
Google Scholar
Recent updates
| Jan 12, 2024 | Our "iSQPRL" paper got accepted for publication in IEEE Transactions on Neural Networks and Learning Systems (TNNLS) |
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| Sep 4, 2023 | New preprint uploaded to arXiv. |
| Aug 2, 2023 | I am an Erasmus+ Trainee at the Faculty of Mathematics, University of Vienna under the supervision of Prof. Philipp Petersen. |
| Jun 17, 2023 | Our "SCORE" paper got accepted for publication in Computational Optimization and Applications (COAP) |
| Jul 6, 2022 | Attending the Eastern European Machine Learning Summer School (EEML2022) as a participant from 06 to 14 Jul 2022. I was accepted to present a poster (see extended abstract here). |
| Mar 23, 2022 | Attending SciMLCon ‘22 - A conference on Scientific Machine Learning with the Julia Language. |
| Feb 28, 2022 | Will be attending the 5-day “LMS Invited Lectures on the Mathematics of Deep Learning” hybrid event from 28 Feb to 4 Mar 2022. Most lectures will be given by Gitta Kutyniok (LMU, Munich). More details here. |
| Feb 17, 2022 | Attending a 2-day “Introduction to the Julia Programming Language” online workshop by Michael F. Herbst. Details here. |
| Dec 14, 2021 | New manuscript (with A. Bemporad) on a new second-order optimization algorithm uploaded to arXiv. Also useful for training overparameterized neural networks models. |
Older updates [Click to expand]
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