Cumulant Generating Function Classifier for Non-Gaussian Data

Kaan Icer; Kaushallya Adhikari; Steven Kay

doi:10.1109/ICECER65523.2025.11401265

Cumulant Generating Function Classifier for Non-Gaussian Data

Kaan Icer
, Kaushallya Adhikari
, Steven Kay

University of Rhode Island’s College of Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	International Conference on Electrical and Computer Engineering Researches, ICECER 2025
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781665457569
DOIs	https://doi.org/10.1109/ICECER65523.2025.11401265
State	Published - 2025
Externally published	Yes
Event	2025 International Conference on Electrical and Computer Engineering Researches, ICECER 2025 - Antananarivo, Madagascar Duration: Dec 6 2025 → Dec 8 2025

Publication series

Series	International Conference on Electrical and Computer Engineering Researches, ICECER 2025

Conference

Conference	2025 International Conference on Electrical and Computer Engineering Researches, ICECER 2025
Country/Territory	Madagascar
City	Antananarivo
Period	12/6/25 → 12/8/25

ASJC Scopus Subject Areas

Decision Sciences (miscellaneous)
Energy Engineering and Power Technology
Artificial Intelligence
Computer Networks and Communications
Computer Science Applications
Electrical and Electronic Engineering

Keywords

Laplacian noise
clairvoyant classifier
classification
cumulant generating function classifier
kullbackleibler divergence
mollifying kernel variance
white gaussian noise

Access to Document

10.1109/ICECER65523.2025.11401265

Cite this

Cumulant Generating Function Classifier for Non-Gaussian Data. / Icer, Kaan; Adhikari, Kaushallya; Kay, Steven.
International Conference on Electrical and Computer Engineering Researches, ICECER 2025. Institute of Electrical and Electronics Engineers Inc., 2025. (International Conference on Electrical and Computer Engineering Researches, ICECER 2025).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Icer, K, Adhikari, K & Kay, S 2025, Cumulant Generating Function Classifier for Non-Gaussian Data. in International Conference on Electrical and Computer Engineering Researches, ICECER 2025. Institute of Electrical and Electronics Engineers Inc., International Conference on Electrical and Computer Engineering Researches, ICECER 2025, 2025 International Conference on Electrical and Computer Engineering Researches, ICECER 2025, Antananarivo, Madagascar, 12/6/25. https://doi.org/10.1109/ICECER65523.2025.11401265

Icer K, Adhikari K, Kay S. Cumulant Generating Function Classifier for Non-Gaussian Data. In International Conference on Electrical and Computer Engineering Researches, ICECER 2025. Institute of Electrical and Electronics Engineers Inc. 2025. (International Conference on Electrical and Computer Engineering Researches, ICECER 2025). doi: 10.1109/ICECER65523.2025.11401265

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title = "Cumulant Generating Function Classifier for Non-Gaussian Data",

keywords = "Laplacian noise, clairvoyant classifier, classification, cumulant generating function classifier, kullbackleibler divergence, mollifying kernel variance, white gaussian noise",

author = "Kaan Icer and Kaushallya Adhikari and Steven Kay",

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AU - Adhikari, Kaushallya

AU - Kay, Steven

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KW - Laplacian noise

KW - clairvoyant classifier

KW - classification

KW - cumulant generating function classifier

KW - kullbackleibler divergence

KW - mollifying kernel variance

KW - white gaussian noise

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DO - 10.1109/ICECER65523.2025.11401265

M3 - Conference contribution

AN - SCOPUS:105035729143

T3 - International Conference on Electrical and Computer Engineering Researches, ICECER 2025

BT - International Conference on Electrical and Computer Engineering Researches, ICECER 2025

PB - Institute of Electrical and Electronics Engineers Inc.

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ER -

Cumulant Generating Function Classifier for Non-Gaussian Data

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

Access to Document

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