Amir-Reza Asadi

According to our database, Amir-Reza Asadi authored at least 16 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

An Entropy-Based Model for Hierarchical Learning.

Amir-Reza Asadi

J. Mach. Learn. Res., 2024

Towards Mixed Reality as the Everyday Computing Paradigm: Challenges & Design Recommendations.

Amir-Reza Asadi, Reza Hemadi

CoRR, 2024

Qualitative Data-Driven Personas: Designing an Interactive System for Creating AI Personas.

Amir-Reza Asadi, Jess Kropczynski

Proceedings of the 2024 The 6th World Symposium on Software Engineering (WSSE), 2024

Actions, Not Apps: Toward Using LLMs to Reshape Context Aware Interactions in Mixed Reality Systems.

Amir-Reza Asadi, Joel Appiah, Siddique Abubakr Muntaka, Jess Kropczynski

Proceedings of the HCI International 2024 Posters, 2024

2023

LLMs in Design Thinking: Autoethnographic Insights and Design Implications.

Amir-Reza Asadi

Proceedings of the 5th World Symposium on Software Engineering, 2023

On the Gibbs Exponential Mechanism and Private Synthetic Data Generation.

Amir-Reza Asadi, Po-Ling Loh

Proceedings of the IEEE International Symposium on Information Theory, 2023

Simple Binary Hypothesis Testing under Local Differential Privacy and Communication Constraints.

Ankit Pensia, Amir-Reza Asadi, Varun S. Jog, Po-Ling Loh

Proceedings of the Thirty Sixth Annual Conference on Learning Theory, 2023

2022

Understanding Currencies in Video Games: A Review.

Amir-Reza Asadi, Reza Hemadi

CoRR, 2022

Cognitive Ledger Project: Towards Building Personal Digital Twins Through Cognitive Blockchain.

Amir-Reza Asadi

CoRR, 2022

2021

Neural Network Learning: A Multiscale-Entropy and Self-Similarity Approach

Amir-Reza Asadi

PhD thesis, 2021

Human-Paper Interaction in the Digital Era: Directions for Human-Information Interaction Design.

Amir-Reza Asadi

EAI Endorsed Trans. Creative Technol., 2021

2020

Chaining Meets Chain Rule: Multilevel Entropic Regularization and Training of Neural Networks.

Amir-Reza Asadi, Emmanuel Abbe

J. Mach. Learn. Res., 2020

Maximum Multiscale Entropy and Neural Network Regularization.

Amir-Reza Asadi, Emmanuel Abbe

CoRR, 2020

2019

Chaining Meets Chain Rule: Multilevel Entropic Regularization and Training of Neural Nets.

Amir-Reza Asadi, Emmanuel Abbe

CoRR, 2019

2018

Chaining Mutual Information and Tightening Generalization Bounds.

Amir-Reza Asadi, Emmanuel Abbe, Sergio Verdú

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

2017

Compressing data on graphs with clusters.

Amir-Reza Asadi, Emmanuel Abbe, Sergio Verdú

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017