MINDS Seminar
최고관리자
2025-04-21
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Category
Seminar
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Date
20250429 ~ 20250429Time
17:00 ~ 시간을 입력해주세요. -
Place
Online Streaming (Zoom)
Host
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Speaker
Imen Hassairi Krichen
Affiliation
George Mason Korea
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Subject
MINDS Seminar
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Notice
Title: BSDEs and Reflected BSDEs, Neural Networks, and the Shape of Uncertainty
Speaker: Imen Hassairi Krichen (George Mason Korea)
Abstract:
Backward Stochastic Differential Equations (BSDEs) and their reflected counterparts are central to modern stochastic analysis, with deep ties to nonlinear PDEs, optimal control, and financial mathematics. In this talk, I will present recent theoretical developments in BSDEs and reflected BSDEs, focusing on their elegant structure and interpretive power.What makes this area particularly compelling today is its growing resonance with ideas in artificial intelligence and data science. The backward-forward nature of BSDEs aligns naturally with neural network architectures, while Topological Data Analysis (TDA) offers novel tools to explore the shape and structure of stochastic dynamics.Rather than diving into algorithmic details, this talk aims to highlight the conceptual connections between these domains — and to invite open discussion and future collaboration across probability, geometry, and data-driven modeling. I hope to share some ideas, raise a few questions, and invite collaboration around the deeper structures that connect stochastic analysis and modern AI.Zoom Link: https://us06web.zoom.us/j/6888961076?pwd=ejYxN05jNmhUa25PU2JzSUJvQ1haQT09 (PW:54321)Meeting ID: 688 896 1076PW: 54321
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