Asmeret Naugle
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View article: Trusted Simulation: Considering Model Quality in the Context of User Trust
Trusted Simulation: Considering Model Quality in the Context of User Trust Open
A high‐quality simulation model should help its users to easily and appropriately calibrate their trust in the model. Traditional evaluation metrics such as validation and robustness are necessary but insufficient for this task. Trust cali…
View article: The Trust Calibration Maturity Model for Characterizing and Communicating Trustworthiness of AI Systems
The Trust Calibration Maturity Model for Characterizing and Communicating Trustworthiness of AI Systems Open
Recent proliferation of powerful AI systems has created a strong need for capabilities that help users to calibrate trust in those systems. As AI systems grow in scale, information required to evaluate their trustworthiness becomes less ac…
View article: Toward path-invariant embeddings for local distance source characterization
Toward path-invariant embeddings for local distance source characterization Open
This work builds on recent advances in foundation models in the language and image domains to explore similar approaches for seismic source characterization. We rely on an architecture called Barlow Twins, borrowed from an understanding of…
View article: Automated Attribution to Identified Sources (AAIS)
Automated Attribution to Identified Sources (AAIS) Open
View article: Graph Attention Embeddings as a Causal Lens in Temporal Link Prediction
Graph Attention Embeddings as a Causal Lens in Temporal Link Prediction Open
View article: Zigzag Persistence as a Measure of Topology Preservation in Temporal Link Prediction
Zigzag Persistence as a Measure of Topology Preservation in Temporal Link Prediction Open
View article: Arbitrary Autoencoder Injection for Interpretability Experimentation
Arbitrary Autoencoder Injection for Interpretability Experimentation Open
View article: Graph Attention Embeddings as a Causal Lens in Temporal Link Prediction
Graph Attention Embeddings as a Causal Lens in Temporal Link Prediction Open
View article: Trusted Simulation: An Organizing Framework for Considering Model Quality
Trusted Simulation: An Organizing Framework for Considering Model Quality Open
View article: Sovereign Credit Rating Processes Adapted to Critical Infrastructure Cyber Risk Assessment
Sovereign Credit Rating Processes Adapted to Critical Infrastructure Cyber Risk Assessment Open
View article: Detecting Emergent Discourse Dynamics in Online Social Media
Detecting Emergent Discourse Dynamics in Online Social Media Open
View article: MADMAX: Multi-Agent Trust Dynamics and Influence Maximization
MADMAX: Multi-Agent Trust Dynamics and Influence Maximization Open
View article: Changes in emotional content of forum messages precede user action on subject
Changes in emotional content of forum messages precede user action on subject Open
View article: A Dynamic Model of the Relationship Between Online Influence and Real-World Action
A Dynamic Model of the Relationship Between Online Influence and Real-World Action Open
View article: Detecting Emergent Discourse Dynamics in Online Social Media
Detecting Emergent Discourse Dynamics in Online Social Media Open
View article: A Dynamic Model of the Relationship Between Online Influence and Real-World Action
A Dynamic Model of the Relationship Between Online Influence and Real-World Action Open
View article: Trust Maturity Model for AI Systems
Trust Maturity Model for AI Systems Open
View article: What is (quantitative) system dynamics modeling? Defining characteristics and the opportunities they create
What is (quantitative) system dynamics modeling? Defining characteristics and the opportunities they create Open
A clear definition of system dynamics modeling can provide shared understanding and clarify the impact of the field. We introduce a set of characteristics that define quantitative system dynamics, selected to capture core philosophy, descr…
View article: Risk Formulation for NCFs: Lessons from Financial Risk Measurement and Continuity
Risk Formulation for NCFs: Lessons from Financial Risk Measurement and Continuity Open
View article: What is System Dynamics Modeling? Defining Characteristics and the Opportunities they Create
What is System Dynamics Modeling? Defining Characteristics and the Opportunities they Create Open
A clear definition of system dynamics modeling can provide shared understanding and clarify the impact of the field. We introduce a set of characteristics that define quantitative system dynamics, selected to capture core philosophy, descr…
View article: An overview of Foundation models: From Stable Diffusion to chatGPT and beyond
An overview of Foundation models: From Stable Diffusion to chatGPT and beyond Open
View article: Sovereign Credit Rating Processes Applied to Infrastructure Cyber Risk Assessment
Sovereign Credit Rating Processes Applied to Infrastructure Cyber Risk Assessment Open
View article: Conceptual resilience in foundation models for nonproliferation
Conceptual resilience in foundation models for nonproliferation Open
View article: Predicting action from topic, sentiment, and emotional content of forum posts
Predicting action from topic, sentiment, and emotional content of forum posts Open
View article: Conflicting Information and Compliance With COVID-19 Behavioral Recommendations
Conflicting Information and Compliance With COVID-19 Behavioral Recommendations Open
The prevalence of COVID-19 is shaped by behavioral responses to recommendations and warnings. Available information on the disease determines the population’s perception of danger and thus its behavior; this information changes dynamically…
View article: A Simulation Test Bed for Evaluating Data Analytic Predictors of Disinformation Flow.
A Simulation Test Bed for Evaluating Data Analytic Predictors of Disinformation Flow. Open
View article: Graph-Based Similarity Metrics for Comparing Simulation Model Causal Structures
Graph-Based Similarity Metrics for Comparing Simulation Model Causal Structures Open
The causal structure of a simulation is a major determinant of both its character and behavior, yet most methods we use to compare simulations focus only on simulation outputs. We introduce a method that combines graphical representation w…
View article: Trust in Influence Dynamics: Using Reinforcement Learning to Evaluate Defense Strategies.
Trust in Influence Dynamics: Using Reinforcement Learning to Evaluate Defense Strategies. Open
View article: Using Social Simulations to Train, Test, and Evaluate Models for Social Prediction.
Using Social Simulations to Train, Test, and Evaluate Models for Social Prediction. Open
View article: Using social simulations to train, test and evaluate ML models for social prediction.
Using social simulations to train, test and evaluate ML models for social prediction. Open