معرفی
Alessandro Scagliotti is a Researcher at the Department of Mathematics, Technical University of Munich (TUM), affiliated with the School of Computation, Information and Technology. His research focuses on Optimal Control with applications to Machine Learning, particularly exploring dynamical models for Residual Neural Networks and large-scale training dataset analysis, alongside accelerated convex optimization methods.
His academic contributions span theoretical advancements in control systems applied to neural networks, quantum state transfers, and biomedical applications like drug resistance management in cancer therapies. His work bridges mathematical rigor with practical machine learning challenges, emphasizing robustness and scalability.
Recent publications highlight innovative approaches in neural ODEs, minimax optimization, and ensemble control systems, reflecting a strong interdisciplinary orientation. Collaborations are evident through topics like quantum dynamics and biomedical modeling.
Email: scag@ma.tum.de | Office: 02.08.033 | Phone: +49 (89) 289-17467
Alessandro Scagliotti در سایتهای دیگر
جستوجوهای مرتبط
شاید اینها هم برایتان مناسب باشند
- DDominik SemmlerTechnical University of Munich · پژوهشگر
- JJulia SistermannsTechnical University of Munich · پژوهشگر
- AAndreas SchulzTechnical University of Munich · استاد
- MMichael JohamTechnical University of Munich · پژوهشگر
- JJana VatterTechnical University of Munich · پژوهشگر
- JJamico SchadeTechnical University of Munich · مدرس