4 papers
PARSI: Persian Authorship Recognition via Stylometric Integration
Kourosh Shahnazari, Mohammadali Keshtparvar, Seyed Moein Ayyoubzadeh
The intricate linguistic, stylistic, and metrical aspects of Persian classical poetry pose a challenge for computational authorship attribution. In this work, we present a versatil…
BASIL: Best-Action Symbolic Interpretable Learning for Evolving Compact RL Policies
Kourosh Shahnazari, Seyed Moein Ayyoubzadeh, Mohammadali Keshtparvar
The quest for interpretable reinforcement learning is a grand challenge for the deployment of autonomous decision-making systems in safety-critical applications. Modern deep reinfo…
NAZM: Network Analysis of Zonal Metrics in Persian Poetic Tradition
Kourosh Shahnazari, Seyed Moein Ayyoubzadeh, Mohammadamin Fazli +1
This study formalizes a computational model to simulate classical Persian poets' dynamics of influence through constructing a multi-dimensional similarity network. Using a rigorous…
Trust, or Don't Predict: Introducing the CWSA Family for Confidence-Aware Model Evaluation
Kourosh Shahnazari, Seyed Moein Ayyoubzadeh, Mohammadali Keshtparvar +1
In recent machine learning systems, confidence scores are being utilized more and more to manage selective prediction, whereby a model can abstain from making a prediction when it…