Category: Data Science Seminar
Hamilton-Jacobi-Bellman equations on graphs— the integro-differential viewpoint
Start date
Tuesday, April 28, 2026, 1:25 p.m.
End date
Tuesday, April 28, 2026, 2:25 p.m.
Location
Keller 3-180 or Zoom
Operator learning meets inverse problems
Start date
Tuesday, April 21, 2026, 1:25 p.m.
End date
Tuesday, April 21, 2026, 2:25 p.m.
Location
Lind Hall 325 or Zoom
Time Scaling via Stochastic Simulation: Guidance, Correction and Sequential Monte Carlo
Start date
Tuesday, April 14, 2026, 1:25 p.m.
End date
Tuesday, April 14, 2026, 2:25 p.m.
Location
Lind Hall 325 or Zoom
Mean-Field Dynamics of Transformers: From Modeling to Clustering and Critical Scaling
Start date
Tuesday, April 7, 2026, 1:25 p.m.
End date
Tuesday, April 7, 2026, 2:25 p.m.
Location
Lind Hall 325 or Zoom
Surprises and Adventures in PCA under Heterogeneous Noise
Start date
Tuesday, March 24, 2026, 1:25 p.m.
End date
Tuesday, March 24, 2026, 2:25 p.m.
Location
Lind Hall 325 or Zoom
Extending Measure Dynamics Beyond Generative Modeling
Start date
Thursday, March 5, 2026, 1:25 p.m.
End date
Thursday, March 5, 2026, 2:25 p.m.
Location
Lind Hall 325 or Zoom
Some advances in proximal MCMC
Start date
Tuesday, Feb. 17, 2026, 1:25 p.m.
End date
Tuesday, Feb. 17, 2026, 2:25 p.m.
Location
Lind Hall 325 or Zoom
Mathematical thinking and its development: A machine learning approach
Start date
Tuesday, Feb. 10, 2026, 1:25 p.m.
End date
Tuesday, Feb. 10, 2026, 2:25 p.m.
Location
Lind Hall 325 or Zoom
Constructing Features from Data: Geometry, Dimension Reduction, and Invariants
Start date
Tuesday, Nov. 11, 2025, 1:25 p.m.
End date
Tuesday, Nov. 11, 2025, 2:25 p.m.
Location
Lind Hall 325 or Zoom
Consensus-Based Interacting Particle Systems and Mean-field PDEs for Optimization and Sampling
Start date
Tuesday, Nov. 4, 2025, 1:25 p.m.
End date
Tuesday, Nov. 4, 2025, 2:25 p.m.
Location
Lind Hall 325 or Zoom
PINNs, Pills, and Paradigms: Physics-Informed AI for Pathways, Patients, and Predictions
Start date
Tuesday, Oct. 28, 2025, 1:25 p.m.
End date
Tuesday, Oct. 28, 2025, 2:25 p.m.
Location
Lind Hall 325 or Zoom
Adversarial training: non-local perimeter regularization
Start date
Tuesday, Oct. 14, 2025, 1:25 p.m.
End date
Tuesday, Oct. 14, 2025, 2:25 p.m.
Location
Lind Hall 325 or Zoom (Zoom registration required)
The Star Geometry of Regularizer Learning
Start date
Tuesday, Oct. 7, 2025, 1:25 p.m.
End date
Tuesday, Oct. 7, 2025, 2:25 p.m.
Location
Lind Hall 325 or Zoom
From learning differential operators to learning algorithms
Start date
Tuesday, Sept. 30, 2025, 1:25 p.m.
End date
Tuesday, Sept. 30, 2025, 2:25 p.m.
Location
Lind Hall 325 or Zoom
A diffusion-model-based ensemble score filter approach for solving high dimensional nonlinear data assimilation problems
Start date
Tuesday, Sept. 23, 2025, 1:25 p.m.
End date
Tuesday, Sept. 23, 2025, 2:25 p.m.
Location
Lind Hall 325 or Zoom
Low Distortion Embedding with Bottom-up Manifold Learning
Start date
Tuesday, April 29, 2025, 1:25 p.m.
End date
Tuesday, April 29, 2025, 2:25 p.m.
Location
Lind Hall 325 or via Zoom
The Wasserstein barycenter problem with signed weights
Start date
Tuesday, April 22, 2025, 1:25 p.m.
End date
Tuesday, April 22, 2025, 2:25 p.m.
Location
Lind Hall 325 or via Zoom
Federated Reinforcement Learning: Statistical, Communication and Computation Trade-offs
Start date
Tuesday, April 15, 2025, 1:25 p.m.
End date
Tuesday, April 15, 2025, 2:25 p.m.
Location
Lind Hall 325 or via Zoom
On Provable Posterior Sampling with Denoising Oracles
Start date
Tuesday, April 8, 2025, 1:25 p.m.
End date
Tuesday, April 8, 2025, 2:25 p.m.
Location
Lind Hall 325 or via Zoom
Lie-Poisson Neural Networks (LPNets): Data-Based Computing of Hamiltonian Systems
Start date
Tuesday, April 1, 2025, 1:25 p.m.
End date
Tuesday, April 1, 2025, 2:25 p.m.
Location
Lind Hall 325 or via Zoom