Context-Aware Online Conformal Anomaly Detection with Prediction-Powered Data Acquisition
Amirmohammad Farzaneh, Osvaldo Simeone
arXiv preprint arXiv:2505.01783
Ensuring Reliability via Hyperparameter Selection: Review and Advances
Amirmohammad Farzaneh, Osvaldo Simeone
arXiv preprint arXiv:2502.04206, 2025
An Information-Theoretic Analysis of Temporal GNNs
Amirmohammad Farzaneh
2024 IEEE Information Theory Workshop (ITW), 2024, pp. 301--306
Quantile Learn-Then-Test: Quantile-Based Risk Control for Hyperparameter Optimization
Amirmohammad Farzaneh, Sangwoo Park, Osvaldo Simeone
IEEE Signal Processing Letters, 2024
Statistically Valid Information Bottleneck via Multiple Hypothesis Testing
Amirmohammad Farzaneh, Osvaldo Simeone
arXiv preprint arXiv:2409.07325, 2024
On Random Tree Structures, Their Entropy, and Compression
Amirmohammad Farzaneh, Mihai-Alin Badiu, Justin P Coon
arXiv preprint arXiv:2309.09779, 2023
Practical Random Tree Generation using Spanning Trees: Entropy and Compression
Amirmohammad Farzaneh, Justin P Coon
ICML 2023 Neural Compression Workshop, 2023
TreeExplorer: a coding algorithm for rooted trees with application to wireless and ad hoc routing
Amirmohammad Farzaneh, Mihai-Alin Badiu, Justin P Coon
2022 IEEE 96th Vehicular Technology Conference (VTC2022-Fall), IEEE, 2022, pp. 1--5
An Information Theory Approach to Network Evolution Models
Amirmohammad Farzaneh, Justin P Coon
Journal of Complex Networks, vol. 10, 2022 Jun
Kolmogorov Basic Graphs and Their Application in Network Complexity Analysis
Amirmohammad Farzaneh, Justin P Coon, Mihai-Alin Badiu
Entropy, vol. 23, Multidisciplinary Digital Publishing Institute, 2021, p. 1604
Deep optical resolution photoacoustic remote sensing microscopy (Conference Presentation)
Benjamin R Ecclestone, Amirmohammad Farzaneh, Kevan Bell, Parsin H Reza
Photons Plus Ultrasound: Imaging and Sensing 2020, vol. 11240, International Society for Optics and Photonics, 2020, p. 1124013