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Machine Learning: Dynamical, Economic and Stochastic Perspectives
Presenter
- Michael Jordan
January 23, 2019
MBI
Beyond Gradient Descent: Realizing the Power of Higher Order Solvers on Scalable Platforms
Presenter
- Ananth Grama
November 7, 2018
IPAM
Learning low-dimensional models: Nonlinear model reduction via lifting transformations and proper orthogonal decomposition
Presenter
- Karen Willcox
October 15, 2018
IPAM
Efficient Simulation of Generalized SABR and Stochastic Local Volatility Models
Presenter
- Duy Nguyen
June 15, 2018
IMA
From Cyborg-Insect to Human Motion: Topological Data Analysis Applied to Time Series
Presenter
- Edgar Lobaton
May 23, 2018
MBI
Deep Learning-Based Numerical Methods for High-Dimensional Stochastic Control Problems and Parabolic PDEs
Presenter
- Jiequn Han
May 9, 2018
IMA
From Cyborg-Insect to Human Motion: Topological Data Analysis Applied to Time Series
Presenter
- Edgar Lobaton
March 9, 2018
IPAM
Nonlinear dimensionality reduction for faster kernel methods in machine learning.
Presenter
- Christopher Musco
February 12, 2018
IAS
Learning and Correcting Static and Dynamic Properties of Materials in Atomistic Simulations
Presenter
- Michele Ceriotti
November 13, 2017
IPAM
Embedding Quantum Regions into Classical Environments
Presenter
- Harald Oberhofer
October 30, 2017
IPAM