Talks
Talks, Posters & Presentations
| Jan-2025 | “Newton-type Optimization Methods for Model Learning and Control in Nonlinear Dynamical Systems,” (Virtual Seminar) at Mathematics and Computer Science (MCS) Division, Argonne National Laboratory (ANL), Lemont, Illinois, USA, 2025. |
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| Sep-2024 | “Optimization of Neural Networks with an Explicit Regularization: Generalized Gauss-Newton Method,” (Poster) at Applied Harmonic Analysis and Machine Learning Summer School, Department of Mathematics, University of Genova, Genova, Italy, 2024. |
| Dec-2023 | “Self-concordant Regularization in Machine Learning,” at Mathematics of Machine Learning Group Seminar, University of Vienna, Vienna, Austria, 2023. |
| Nov-2023 | “Self-concordant Regularization in Machine Learning,” (Virtual) at DYSCO Research Unit Seminar, IMT Lucca, Lucca, Italy, 2023. |
| Aug-2023 | “Self-concordant Regularization for Convex Composite Optimization,” at Mathematics of Machine Learning Research Group, Faculty of Mathematics, University of Vienna, Vienna, Austria, 2023. |
| Feb-2023 | “Inexact SQP for Neural Network-Based Identification of Nonlinear Dynamical Systems,” at DYSCO Research Unit Mini-Symposium, IMT Lucca, Lucca, Italy, 2023. |
| Jul-2022 | “SCORE: Approximating Curvature Information under Self-Concordant Regularization,” (Virtual with Poster) at Eastern European Machine Learning (EEML) Summer School, Vilnius, Lithuania, 2022. |