Sina Montazeri

Research Interests

Applications of LLMs:
1. Information Retrieval for Large Language Models
2. AI In Healthcare and Social Good
3. AI In Business and Finance

Differential Geometry:
1. Physics of Information
2. Physics-Informed Machine Learning Algorithms
3. Classical and Quantum Dynamics and Gravitation

Publications

Multi-Agent Design Principles From an LLM-Based Open Data Analysis Framework Application of AI in Research and Data Science

Human Activity Recognition Based on Electrocardiogram Data Only

Explainable Artificial Intelligence for Reducing the Global Cancer Burden

A Review of Uncertainty Quantification in Convolutional Neural Networks

Gradient Reduction Convolutional Neural Network Policy For Financial Deep Reinforcement Learning

CNN-DRL For Scalable Actions In Finance

CNN-DRL With Shuffled Features In Finance