Machine Learning and Dynamical Systems Seminar
Seminars on Machine Learning and Dynamical Systems organized for the Special Interest Group (SIG) on Machine Learning and Dynamical Systems hosted by the Alan Turing Institute, cf. sites.google.com/site/boumedienehamzi/machine-learning-and-dynamical-systems-seminar for details about the SIG and how to join the mailinglist.See also kzitem.info/news/bejne/uop_r42vjpd_q6A for an introductory video to the SIG.
- 59:27
- 3 ай бұрын
Liv Vage: Graph neural nets and reinforcement learning for particle tracking at the LHC
- 57:13
- 3 ай бұрын
Florian Schaefer: Statistical Inference and PDEs: From operator learning to shock capturing
- 1:22:22
- 4 ай бұрын
Matthew Colbrook: The Hitchhiker's Guide to the DMD Multiverse
- 1:03:14
- 4 ай бұрын
Lorenz Richter: An Optimal Control Perspective on Diffusion-Based Generative Modeling
- 1:15:39
- 4 ай бұрын
Yuanzhao Zhang: Catch-22s of reservoir computing
- 1:11:58
- 5 ай бұрын
Petar Veličković: Graph Deep Learning: Monoids and time, Embracing asynchrony in (G)NNs
- 46:28
- 5 ай бұрын
B. Hamzi: On Bridging ML, Dynamical Systems, & Algorithmic Info. Th. Via SKFs and PDE Simplif...
- 47:44
- 7 ай бұрын
Tobias Schröder: Energy Discrepancy: Training of Energy-Based Models without Scores or MCMC
- 1:20:01
- 7 ай бұрын
Shi Jin: Dimension Lifting for Quantum Computation of Partial Differential Eqns and Related Problems
- 1:04:31
- 8 ай бұрын
Cristina Cipriani: A mean-field optimal control approach for the training of NeurODEs & Autoe...
- 48:41
- 9 ай бұрын
Yoshito Hirata: Unified time series analysis for nonlinear deterministic/stochastic systems
- 53:04
- 9 ай бұрын
Stefan Klus: Kernel based approximation of the Koopman generator and Schrödinger operator
- 1:13:19
- 9 ай бұрын
P.-C. Aubin: The reproducing kernels underlying LQ control and Kalman filtering, and their duality
- 53:52
- 9 ай бұрын
Mengjia Xu: TransformerG2G: Adaptive time-stepping for learning temporal graph embeddings
- 52:41
- 10 ай бұрын
F. Ferrini: A hands-on introduction to Graph Deep Learning, with examples in PyTorch Geometric (4/4)
- 1:06:55
- 10 ай бұрын
S. Azzolin: A hands-on introduction to Graph Deep Learning, with examples in PyTorch Geometric (3/4)
- 1:50:46
- 10 ай бұрын
A. Longa: A hands-on introduction to Graph Deep Learning, with examples in PyTorch Geometric (2/4)
- 1:23:05
- 10 ай бұрын
G. Santin: A hands-on introduction to Graph Deep Learning, with examples in PyTorch Geometric (1/4)
- 1:04:46
- 10 ай бұрын
Bharath Sriperumbudur: Johnson & Lindenstrauss meet Hilbert at a Kernel
- 1:14:03
- 11 ай бұрын
Nathan Kutz: The future of governing equations
- 1:03:51
- Жыл бұрын
B. Hamzi: Kernel Flows and Kernel Mode Decomposition for learning dynamical systems from data
- 45:38
- Жыл бұрын
Пікірлер