Alfred Hero

Alfred Hero

University of Michigan

H-index: 82

North America-United States

About Alfred Hero

Alfred Hero, With an exceptional h-index of 82 and a recent h-index of 45 (since 2020), a distinguished researcher at University of Michigan, specializes in the field of High dimensional statistical inference, information theoretic image and signal processing, information fusion, sensor networks.

His recent articles reflect a diverse array of research interests and contributions to the field:

SPIN: A data-driven model to reduce large chemical reaction networks

Iterative Sketching for Secure Coded Regression

Challenging Forgets: Unveiling the Worst-Case Forget Sets in Machine Unlearning

Minimum-Risk Recalibration of Classifiers

Multi-Trigger-Key: Towards Multi-Task Privacy Preserving In Deep Learning

A Practical Approach to Disease Risk Prediction: Focus on High-Risk Patients via Highest-k Loss

Community Detection in High-Dimensional Graph Ensembles

Securely Aggregated Coded Matrix Inversion

Alfred Hero Information

University

Position

John H Holland Distinguished University Professor

Citations(all)

36486

Citations(since 2020)

9684

Cited By

31237

hIndex(all)

82

hIndex(since 2020)

45

i10Index(all)

424

i10Index(since 2020)

191

Email

University Profile Page

Google Scholar

Alfred Hero Skills & Research Interests

High dimensional statistical inference

information theoretic image and signal processing

information fusion

sensor networks

Top articles of Alfred Hero

SPIN: A data-driven model to reduce large chemical reaction networks

Fuel

2024/7/1

Iterative Sketching for Secure Coded Regression

IEEE Journal on Selected Areas in Information Theory

2024/4/4

Challenging Forgets: Unveiling the Worst-Case Forget Sets in Machine Unlearning

arXiv preprint arXiv:2403.07362

2024/3/12

Minimum-Risk Recalibration of Classifiers

Advances in Neural Information Processing Systems

2024/2/13

Multi-Trigger-Key: Towards Multi-Task Privacy Preserving In Deep Learning

IEEE Access

2024/1/30

A Practical Approach to Disease Risk Prediction: Focus on High-Risk Patients via Highest-k Loss

2023/12/5

Community Detection in High-Dimensional Graph Ensembles

2023/10/29

Securely Aggregated Coded Matrix Inversion

IEEE Journal on Selected Areas in Information Theory

2023/9/8

A graphical model for fusing diverse microbiome data

IEEE Transactions on Signal Processing

2023/9/6

Gradient Coding through Iterative Block Leverage Score Sampling

arXiv preprint arXiv:2308.03096

2023/8/6

Graph Sparsification by Approximate matrix Multiplication

2023/7/2

Compression-Informed Coded Computing

2023/6/25

Any-shot Learning from Multimodal Observations (ALMO)

IEEE Access

2023/6/5

Yasin Yilmaz
Yasin Yilmaz

H-Index: 14

Alfred Hero
Alfred Hero

H-Index: 49

Resolution Limits of Non-Adaptive 20 Questions Search for a Moving Target

IEEE Transactions on Information Theory

2023/6/5

Robustness-Preserving Lifelong Learning Via Dataset Condensation

2023/6/4

Rejoinder: The Emerging Role of Data Science in Cybersecurity

2023/4/20

On Separability of Covariance in Multiway Data Analysis

arXiv preprint arXiv:2302.02415

2023/2/5

Statistics and data science for cybersecurity

2023/1/26

Recurrent neural networks enable design of multifunctional synthetic human gut microbiome dynamics

Elife

2022/6/23

Robust Adversarial Immune-Inspired Learning System

2022/6/16

See List of Professors in Alfred Hero University(University of Michigan)

Co-Authors

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