Dartmouth Events

PhD Thesis Proposal: Allison Mann

"Machine Learning for Graph Algorithms and Representations"

2/28/2024
8 am – 10 am
Rm 102, Cummings Hall/Online
Intended Audience(s): Public
Categories: Lectures & Seminars

Optional ZOOM LINK

Abstract

This thesis will provide a survey of common graph theoretic problems from a machine learning perspective. The topics covered include fundamental network problems such as distance approximation, distance sensitivity, community detection, cross-network alignment, and graph embedding dimension reduction. These projects are unified by the theme of machine learning on graphs, graph embeddings, and representations of graphs.

Thesis Committee: Peter Chin (chair), Wayne Snyder (from BU), Colin Meyer, and Vikrant Vaze

For more information, contact:
Thayer Registrar

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