Category: Data Science Seminar
Lecture: Michael Herty
Start date
Tuesday, Nov. 12, 2024, 1:25 p.m.
End date
Tuesday, Nov. 12, 2024, 2:25 p.m.
Location
Lind Hall 325 or via Zoom
Generative Machine Learning Models for Uncertainty Quantification
Start date
Tuesday, April 30, 2024, 1:25 p.m.
End date
Tuesday, April 30, 2024, 2:25 p.m.
Location
Lind Hall 325 or via Zoom
Local geometry determines global landscape in low-rank factorization for synchronization
Start date
Friday, April 26, 2024, 2:30 p.m.
End date
Friday, April 26, 2024, 3:30 p.m.
Location
Lind Hall 325 or via Zoom
Numerical Methods of Neural Network Discretization for Solving Nonlinear Differential Equations
Start date
Tuesday, April 23, 2024, 1:25 p.m.
End date
Tuesday, April 23, 2024, 2:25 p.m.
Location
Lind Hall 325 or via Zoom
Are the measurement data enough: an instability study for an inverse problem for the stationary radiative transport near the diffusion limit
Start date
Tuesday, April 16, 2024, 1:25 p.m.
End date
Tuesday, April 16, 2024, 2:25 p.m.
Location
Lind Hall 325 or via Zoom
Spatial Stochastic modeling for population dynamic
Start date
Tuesday, April 9, 2024, 1:25 p.m.
End date
Tuesday, April 9, 2024, 2:25 p.m.
Location
Lind Hall 325 and Zoom
Advancing Machine-Learned Interatomic Potentials: Enhancing Accuracy and Robustness in Materials Science Applications
Start date
Tuesday, April 2, 2024, 1:25 p.m.
End date
Tuesday, April 2, 2024, 2:25 p.m.
Location
Lind Hall 325 and Zoom
On small and large scales in training physics-informed neural networks for partial differential equations
Start date
Tuesday, March 26, 2024, 1:25 p.m.
End date
Tuesday, March 26, 2024, 2:25 p.m.
Location
Lind Hall 325 or via Zoom
Fourier representations for fast Gaussian process regression
Start date
Tuesday, March 19, 2024, 1:25 p.m.
End date
Tuesday, March 19, 2024, 2:25 p.m.
Location
Zoom only
Random High-Dimensional Binary Vectors, Kernel Methods, and Hyperdimensional Computing
Start date
Tuesday, March 12, 2024, 1:25 p.m.
End date
Tuesday, March 12, 2024, 2:25 p.m.
Location
Lind Hall 325 and Zoom
The effect of Leaky ReLUs on the training and generalization of overparameterized networks
Start date
Tuesday, Feb. 20, 2024, 1:25 p.m.
End date
Tuesday, Feb. 20, 2024, 2:25 p.m.
Location
Lind Hall 325 or via Zoom
Generalization theory for diffusion models
Start date
Tuesday, Feb. 13, 2024, 1:25 p.m.
End date
Tuesday, Feb. 13, 2024, 2:25 p.m.
Location
Lind Hall 325 or via Zoom
Optimal Transport Maps for Conditional Simulation
Start date
Tuesday, Jan. 30, 2024, 1:25 p.m.
End date
Tuesday, Jan. 30, 2024, 2:25 p.m.
Location
Lind Hall 325 or via Zoom
Learning in the presence of low-dimensional structure: a spiked random matrix perspective
Start date
Tuesday, Dec. 5, 2023, 1:25 p.m.
End date
Tuesday, Dec. 5, 2023, 2:25 p.m.
Location
Zoom only
The Kagome lattice as a mechanism-based mechanical metamaterial
Start date
Tuesday, Nov. 28, 2023, 1:25 p.m.
End date
Tuesday, Nov. 28, 2023, 2:25 p.m.
Location
Lind Hall 325 and Zoom
Transferability of Graph Neural Networks using Graphon and Sampling Theories
Start date
Tuesday, Nov. 21, 2023, 1:25 p.m.
End date
Tuesday, Nov. 21, 2023, 2:25 p.m.
Location
Lind Hall 325 and Zoom
Normalization effects and mean field theory for deep neural networks
Start date
Tuesday, Nov. 14, 2023, 1:25 p.m.
End date
Tuesday, Nov. 14, 2023, 2:25 p.m.
Location
Lind Hall 325 and Zoom
Data Driven Modeling of Unknown Systems with Deep Neural Networks
Start date
Tuesday, Oct. 31, 2023, 1:25 p.m.
End date
Tuesday, Oct. 31, 2023, 2:25 p.m.
Location
Lind Hall 325 and Zoom
Trading off accuracy for reduced computation in scientific computing
Start date
Tuesday, Oct. 24, 2023, 1:25 p.m.
End date
Tuesday, Oct. 24, 2023, 2:25 p.m.
Location
Computational mean-field games: from conventional methods to deep generative models
Start date
Tuesday, Oct. 17, 2023, 1:25 p.m.
End date
Tuesday, Oct. 17, 2023, 2:25 p.m.
Location
3-180 Keller Hall and Zoom