Learning Reduced Order Dynamics via Geometric Representations
- Imran Nasim
- Melanie Weber
- 2024
- SCML 2024
Publications
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3490 results for Mathematical Sciences
Discovering intrinsic multi-compartment pharmacometric models using Physics Informed Neural Networks
- Imran Nasim
- Adam Nasim
- 2024
- SCML 2024
Using Neural Implicit Flow to represent latent dynamics of canonical systems
- 2024
- SCML 2024
Reflectance Mode Fluorescence Optical Tomography with Consumer-Grade Cameras
- Mykhaylo Zayats
- Christopher Hansen
- et al.
- 2023
- MICCAI 2023
Solving Sparse Linear Systems via Flexible GMRES with In-Memory Analog Preconditioning
- Vasileios Kalantzis
- Mark Squillante
- et al.
- 2023
- HPEC 2023
A Rigorous Risk-aware Linear Approach to Extended Markov Ratio Decision Processes with Embedded Learning
- Alexander Zadorojniy
- Takayuki Osogami
- et al.
- 2023
- IJCAI 2023
General Markov Decision Process Framework for Directly Learning Optimal Control Policies
- 2023
- SIAM CT 2023
HeLayers: A Tile Tensors Framework for Large Neural Networks on Encrypted Data
- Ehud Aharoni
- Allon Adir
- et al.
- 2023
- PETS 2023
Meta-Dag: Meta Causal Discovery Via Bilevel Optimization
- Songtao Lu
- Tian Gao
- 2023
- ICASSP 2023
TOPO-MLP : A Simplicial Network without Message Passing
- Karthikeyan Natesan Ramamurthy
- Aldo Guzmán-Sáenz
- et al.
- 2023
- ICASSP 2023