Workshop: Complex Networks in Banking and Finance
42 videos • 335 views • by Fields Institute
1
Closing Remarks
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2
Parenclitic networks applied to credit card fraud detection
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3
Enhancing Synthetic Transaction Data Generation with Graph Clustering
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4
The Impact of Supply Chain Networks on Correlated Default for SMEs
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5
Mapping Economic Interdependencies: A Graph Theory Approach...
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6
Eliciting the Dynamics of Regional Banking from Banking Supervisors
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7
Distance Correlation Market Graph: The case of S&P500 stocks
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8
Market Graph Clustering via QUBO and Digital Annealing
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9
System Risk Mitigation: Two-staged network optimization with quantum network clusters
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10
Spillovers and Contagion in Financial Intermediaries
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11
Uncertainty of clustering in networked market
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12
Bicliques and Systemic Risk in Global Banks Bipartite Networks
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13
Policy Experiments in the Interbank Market
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14
Enhancing Financial Market Surveillance
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15
Using the Troika clique partitioning Algorithm for Analyzing the cluster dynamics of market index...
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16
Machine Learning for Transaction Monitoring in the Anti-money Laundering Framework...
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17
The network analysis of ESG
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18
Modelling non stationarity and shock resilience in financial temporal networks
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19
Sentiment Dynamics in Financial Markets
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20
Intermediation and complexity in over-the-counter (OTC) trading
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21
Decomposing Systemic Risk: The roles of Contagion and Common Exposures
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22
Netting and Novation in Repo Networks with Rehypothecation: An Agent Based Computational Model
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23
Modeling Repayment Capacity under Inflationary Pressures
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24
Wealth Distribution in Agent Networks
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25
Breaking Barriers: Unveiling Gender Disparities in Corporate Board Career Paths using Deep Learning
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26
Network science is not scale invarient
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27
Computationally Efficient Large Language Models
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28
Extracting the low-coverage juice
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29
Beyond ETL: How to Make Real-time Anomaly Detection
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30
Credit Rating Prediction using Multi-modal Temporal Neural Networks
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31
Resilient Supply-and-Demand Networks
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32
Anomoly Detection for Finance
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33
Analyzing the structure of portfolio networks using balance theory and graph optimization
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34
Impact of Market Design and Trading Network
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35
Tracking Illicit Activities in Correspondent Banking Networks
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36
A hypergraph based model for cybersecurity
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37
Local Graph Clustering with Noisy Labels
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38
Embedding Based Markov stability scale selection for robust networking clustering
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39
A Short Journey Through Graph Embedding Techniques (Part 1)
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40
A Short Journey Through Graph Embedding Techniques (Part 2)
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41
An introduction to Large Language Models (LLMs) and the BERT model for text classification (Part 2)
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42
An introduction to Large Language Models (LLMs) and the BERT model for text classification (Part 1)
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