An Information-Theoretic Analysis of Temporal GNNs
Amirmohammad Farzaneh
arXiv preprint arXiv:2408.05624, 2024
Quantile Learn-Then-Test: Quantile-Based Risk Control for Hyperparameter Optimization
Amirmohammad Farzaneh, Sangwoo Park, Osvaldo Simeone
arXiv preprint arXiv:2407.17358, 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