This Week in Mathematics


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Today:

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Entries for this week: 3

Wednesday October 23, 2024

Biomathematics Seminar
Oscillations in Delayed Positive Feedback Systems
- Chris Ryzowicz, FSU
Time: 3:05 Room: 232 Love

Biomath Journal Club [url]
Synchronization of pancreatic islets by periodic or non-periodic muscarinic agonist pulse trains
- James Thornham, FSU Molecular Biophysics
Time: 5:00 PM Room: Dirac 216

Friday October 25, 2024

Data Science and Machine Learning Seminar
A Review on Optimal Transport: Numerics and Applications to Machine Learning
- Mao Nishino, FSU Math
Time: 1:20pm Room: Love 106
Abstract/Desc: In this talk, we provide an overview of key numerical methods used in Optimal Transport (OT), including linear programming, the Sinkhorn algorithm, sliced Wasserstein, and structured OT. We will then explore how OT has contributed to advances in machine learning from 2012 to 2023. The focus will be on its impact across four main areas: supervised learning, unsupervised learning, transfer learning, and reinforcement learning. This review aims to highlight both the theoretical and practical applications of OT in modern machine learning.

Problems? Email webmaster@math.fsu.edu.

Department of Mathematics

This Week in Mathematics