Amirmohammad Farzaneh

According to our database, Amirmohammad Farzaneh authored at least 17 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Post-Selection Distributional Model Evaluation.

Amirmohammad Farzaneh, Osvaldo Simeone

CoRR, March, 2026

Optimized Certainty Equivalent Risk-Controlling Prediction Sets.

Jiayi Huang, Amirmohammad Farzaneh, Osvaldo Simeone

CoRR, February, 2026

Should I Have Expressed a Different Intent? Counterfactual Generation for LLM-Based Autonomous Control.

Amirmohammad Farzaneh, Salvatore D'Oro, Osvaldo Simeone

CoRR, January, 2026

2025

Synthetic Counterfactual Labels for Efficient Conformal Counterfactual Inference.

Amirmohammad Farzaneh, Matteo Zecchin, Osvaldo Simeone

CoRR, September, 2025

Context-Aware Online Conformal Anomaly Detection with Prediction-Powered Data Acquisition.

Amirmohammad Farzaneh, Osvaldo Simeone

CoRR, May, 2025

Multi-Objective Hyperparameter Selection via Hypothesis Testing on Reliability Graphs.

Amirmohammad Farzaneh, Osvaldo Simeone

CoRR, January, 2025

Statistically Valid Information Bottleneck via Multiple Hypothesis Testing.

Amirmohammad Farzaneh, Osvaldo Simeone

Proceedings of the IEEE International Symposium on Information Theory, 2025

Ensuring Reliability via Hyperparameter Selection: Review and Advances.

Amirmohammad Farzaneh, Osvaldo Simeone

Proceedings of the 33rd European Signal Processing Conference, 2025

2024

Quantile Learn-Then-Test: Quantile-Based Risk Control for Hyperparameter Optimization.

Amirmohammad Farzaneh, Sangwoo Park, Osvaldo Simeone

IEEE Signal Process. Lett., 2024

An Information-Theoretic Analysis of Temporal GNNs.

Amirmohammad Farzaneh

Proceedings of the IEEE Information Theory Workshop, 2024

2023

On Random Tree Structures, Their Entropy, and Compression.

Amirmohammad Farzaneh, Mihai-Alin Badiu, Justin P. Coon

CoRR, 2023

Practical Random Tree Generation: Information-Theoretic Analysis and Applications to IoT.

Amirmohammad Farzaneh, Mihai-Alin Badiu, Justin P. Coon

Proceedings of the IEEE Conference on Standards for Communications and Networking, 2023

2022

LEAST: a Low-Energy Adaptive Scalable Tree-based routing protocol for Wireless Sensor Networks.

Amirmohammad Farzaneh, Mihai-Alin Badiu, Justin P. Coon

CoRR, 2022

An information theory approach to network evolution models.

Amirmohammad Farzaneh, Justin P. Coon

J. Complex Networks, 2022

TreeExplorer: a coding algorithm for rooted trees with application to wireless and ad hoc routing.

Amirmohammad Farzaneh, Mihai-Alin Badiu, Justin P. Coon

Proceedings of the 96th Vehicular Technology Conference, 2022

2021

Kolmogorov Basic Graphs and Their Application in Network Complexity Analysis.

Amirmohammad Farzaneh, Justin P. Coon, Mihai-Alin Badiu

Entropy, 2021

BernoulliZip: a Compression Algorithm for Bernoulli Processes and Erdos-Renyi Graphs.

Amirmohammad Farzaneh, Mihai-Alin Badiu, Justin P. Coon

CoRR, 2021