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Stan Osher - A Characteristic-Based Deep Learning Framework for Hamilton–Jacobi Equations with Application to Optimal Transport
Presenter
- Stanley Osher
July 14, 2025
IPAM
Wenjing Liao - Exploiting Low-Dimensional Data Structures and Understanding Neural Scaling Laws of Transformers
Presenter
- Wenjing Liao
July 14, 2025
IPAM
Scott McCalla - Tracking bacterial growth using a nonlocal interfacial model - IPAM at UCLA
Presenter
- Scott McCalla
July 14, 2025
IPAM
Overview of classical ML: unsupervised learning and regularized regression
Presenter
- Luca Ghiringhelli
March 11, 2024
IMSI
Hot Topics: Recent Progress in Deterministic and Stochastic Fluid-Structure Interaction: "Integrating Cell-Based Numerical Analysis and Machine Learning for Assessing the Binding Behavior of Circulating Tumor Cells in Microfluidic Devices and Achieving Phenotype Classification"
Presenter
- Yifan Wang
December 7, 2023
SLMath
Marika Maria Kieferova - Generating Approx. Ground State of Molecules Using Quantum Machine Learning
Presenter
- Marika Kieferova
October 18, 2023
IPAM
Workshop: Mathematics and Computer Science of Market and Mechanism Design: "Modeling Human Strategic Behavior from a Machine Learning Perspective"
Presenter
- Kevin Leyton-Brown
September 14, 2023
SLMath
Multi-group fairness, loss minimization and indistinguishability
Presenter
- Parikshit Gopalan
April 12, 2022
IAS
Supervised Learning and Canonical Decomposition of Multivariate Functions (Joint work with Nikos Kargas)
Presenter
- Nikos Sidiropoulos
May 5, 2021
IPAM