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Two Distributed Optimization Algorithms for Machine Learning
Presenter
- Yingyu Liang
February 25, 2015
IMA
New Progress on Stochastic Variance-Reduced Methods in Machine Learning: Adaptive Restart and Distributed Optimization
Presenter
- Qihang Lin
December 12, 2017
IMA
Towards a Digital Twin Framework with Uncertainty Quantification: Machine Learning, Bayesian Optimization and Model Predictive Control
Presenter
- Wei Chen
April 23, 2025
IMSI
Jan Janssen - pyiron – Rapid-prototyping and Up-scaling Workflows for the Exascale - IPAM At UCLA
Presenter
- Jan Janssen
May 1, 2023
IPAM
Deep Gaussian Process Surrogates for Computer Experiments
Presenter
- Robert Gramacy
August 31, 2022
IMSI
Applied and Computational Discrete Algorithms Shine in Making Sense of High-Throughput Biological Network Data: 3 Short Stories
Presenter
- Lenore Cowen
July 1, 2026
ICERM
The role of fractional diffusion in the optimal recovery of partial differential equations without boundary conditions
Presenter
- Andrea Bonito
April 16, 2024
ICERM
Towards a low-cost scalable data-driven modeling of coupled systems and non-stationary time series analysis
Presenter
- Lukas Pospisil
November 1, 2019
IPAM
New Developments in Virtual-Tissue Computer Simulations of Tissues
Presenter
- James Glazier
June 15, 2023
ICERM
An Optimal Transportation (OT) View of Generative Adversarial Networks (GANs) (Part 2/2)
Presenter
- David Xianfeng Gu
March 13, 2019
IPAM
An Optimal Transportation (OT) View of Generative Adversarial Networks (GANs) (Part 1/2)
Presenter
- David Xianfeng Gu
March 13, 2019
IPAM
Real and virtual screening for materials discovery through first principles calculations
Presenter
- Isao Tanaka
September 29, 2016
IPAM