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1

A Primer on Zeroth-Order Optimization in Signal Processing and Machine Learning: Principals, Recent Advances, and Applications

Liu, Sijia, Chen, Pin-Yu, Kailkhura, Bhavya, Zhang, Gaoyuan, Hero III, Alfred O., Varshney, Pramod K.

Journal:

IEEE Signal Processing Magazine

Year:

2020

File:

PDF, 1.54 MB

2020

2

Graph based k-means clustering

Laurent Galluccio, Olivier Michel, Pierre Comon, Alfred O. Hero III

Journal:

Signal Processing

Year:

2012

Language:

english

File:

PDF, 1.36 MB

english, 2012

3

Immunophenotypic signatures of benign and dysplastic granulopoiesis by cytomic profiling

William G. Finn, Alexandra M. Harrington, Kevin M. Carter, Raviv Raich, Steven H. Kroft, Alfred O. Hero III

Journal:

Cytometry Part B: Clinical Cytometry

Year:

2011

Language:

english

File:

PDF, 1.09 MB

english, 2011

4

Lower bounds on scintillation detector timing performance

Neal H. Clinthorne, Alfred O. Hero III, Nicholas A. Petrick, W.Leslie Rogers

Journal:

Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment

Year:

1990

Language:

english

File:

PDF, 386 KB

english, 1990

5

Sensor management using an active sensing approach

Chris Kreucher, Keith Kastella, Alfred O. Hero III

Journal:

Signal Processing

Year:

2005

Language:

english

File:

PDF, 437 KB

english, 2005

6

Simulation of cardiac memory in a computer model using capacitive coupling

Rajiva Goyal, Alfred Hero III, Fred Morady

Journal:

Journal of Electrocardiology

Year:

1995

Language:

english

File:

PDF, 300 KB

english, 1995

7

Gene Expression Signatures Diagnose Influenza and Other Symptomatic Respiratory Viral Infections in Humans

Aimee K. Zaas, Minhua Chen, Jay Varkey, Timothy Veldman, Alfred O. Hero III, Joseph Lucas, Yongsheng Huang, Ronald Turner, Anthony Gilbert, Robert Lambkin-Williams, N. Christine Øien, Bradly Nicholson

Journal:

Cell Host & Microbe

Year:

2009

Language:

english

File:

PDF, 731 KB

english, 2009

8

Adaptive evolutionary clustering

Xu, Kevin S., Kliger, Mark, Hero III, Alfred O.

Journal:

Data Mining and Knowledge Discovery

Year:

2014

Language:

english

File:

PDF, 1.12 MB

english, 2014

9

On Convergence of Kronecker Graphical Lasso Algorithms

Tsiligkaridis, Theodoros, Hero III, Alfred O., Zhou, Shuheng

Journal:

IEEE Transactions on Signal Processing

Year:

2013

Language:

english

File:

PDF, 507 KB

english, 2013

10

SPIE Proceedings [SPIE San Diego, '91, San Diego, CA - San Diego, CA (Sunday 21 July 1991)] Advanced Signal Processing Algorithms, Architectures, and Implementations II - Uncertainty, information, and time-frequency distributions

Williams, William J., Brown, Mark L., Hero III, Alfred O., Luk, Franklin T.

Year:

1991

Language:

english

File:

PDF, 803 KB

english, 1991

11

Bayesian Hierarchical Model for Large-Scale Covariance Matrix Estimation

Zhu, Dongxiao, Hero III, Alfred O.

Journal:

Journal of Computational Biology

Year:

2007

Language:

english

File:

PDF, 894 KB

english, 2007

12

Hierarchical Inference of Unicast Network Topologies Based on End-to-End Measurements

Shih, Meng-Fu, Hero, III, Alfred O.

Journal:

IEEE Transactions on Signal Processing

Year:

2007

Language:

english

File:

PDF, 931 KB

english, 2007

13

SPIE Proceedings [SPIE Optical Science and Technology, SPIE's 48th Annual Meeting - San Diego, CA (Sunday 3 August 2003)] Signal and Data Processing of Small Targets 2003 - Information-based sensor management for multitarget tracking

Kreucher, Chris M., Kastella, Keith D., Hero III, Alfred O., Drummond, Oliver E.

Year:

2004

Language:

english

File:

PDF, 240 KB

english, 2004

14

Motif Discovery in Tissue-Specific Regulatory Sequences Using Directed Information

Rao, Arvind, Hero III, Alfred O., States, David J., Engel, James Douglas

Journal:

EURASIP Journal on Bioinformatics and Systems Biology

Year:

2007

Language:

english

File:

PDF, 709 KB

english, 2007

15

Inferring Time-Varying Network Topologies from Gene Expression Data

Rao, Arvind, Hero III, Alfred O., States, David J., Engel, James Douglas

Journal:

EURASIP Journal on Bioinformatics and Systems Biology

Year:

2007

Language:

english

File:

PDF, 427 KB

english, 2007

16

Single- and dual-site pace mapping of idiopathic septal intramural ventricular arrhythmias

Yokokawa, Miki, Jung, Dae Yon, Hero III, Alfred O., Baser, Kazim, Morady, Fred, Bogun, Frank

Journal:

Year:

2015

Language:

english

File:

PDF, 2.30 MB

english, 2015

17

SPIE Proceedings [SPIE SPIE Defense, Security, and Sensing - Orlando, Florida (Monday 5 April 2010)] Algorithms for Synthetic Aperture Radar Imagery XVII - Detection/tracking of moving targets with synthetic aperture radars

Newstadt, Gregory E., Zelnio, Edmund, Gorham, Leroy, Hero III, Alfred O., Zelnio, Edmund G., Garber, Frederick D.

Year:

2010

Language:

english

File:

PDF, 731 KB

english, 2010

18

SPIE Proceedings [SPIE SPIE's International Symposium on Optical Science, Engineering, and Instrumentation - San Diego, CA (Sunday 19 July 1998)] Bayesian Inference for Inverse Problems - Robust entropy estimation strategies based on edge weighted random graphs

Hero III, Alfred O., Michel, Olivier, Mohammad-Djafari, Ali

Year:

1998

Language:

english

File:

PDF, 444 KB

english, 1998

19

SPIE Proceedings [SPIE Optical Science and Technology, SPIE's 48th Annual Meeting - San Diego, CA (Sunday 3 August 2003)] Signal and Data Processing of Small Targets 2003 - Tracking multiple targets using a particle filter representation of the joint multitarget probability density

Kreucher, Chris M., Kastella, Keith D., Hero III, Alfred O., Drummond, Oliver E.

Year:

2004

Language:

english

File:

PDF, 600 KB

english, 2004

20

SPIE Proceedings [SPIE SPIE Defense, Security, and Sensing - Orlando, Florida, United States (Monday 25 April 2011)] Algorithms for Synthetic Aperture Radar Imagery XVIII - Persistent SAR change detection with posterior models

Newstadt, Gregory E., Zelnio, Edmund G., Hero III, Alfred O.

Year:

2011

Language:

english

File:

PDF, 718 KB

english, 2011

21

SPIE Proceedings [SPIE Electronic Imaging 2008 - San Jose, CA (Sunday 27 January 2008)] Computational Imaging VI - Blind reconstruction of sparse images with unknown point spread function

Herrity, Kyle, Bouman, Charles A., Miller, Eric L., Raich, Raviv, Hero III, Alfred O., Pollak, Ilya

Year:

2008

Language:

english

File:

PDF, 258 KB

english, 2008

22

SPIE Proceedings [SPIE SPIE's 1996 International Symposium on Optical Science, Engineering, and Instrumentation - Denver, CO (Sunday 4 August 1996)] Advanced Signal Processing Algorithms, Architectures, and Implementations VI - Separating desired image and signal invariant components from extraneous variations

Williams, William J., Zalubas, Eugene J., Hero III, Alfred O., Luk, Franklin T.

Year:

1996

Language:

english

File:

PDF, 300 KB

english, 1996

23

Shortest path through random points

Hwang, Sung Jin, Damelin, Steven B., Hero III, Alfred O.

Journal:

The Annals of Applied Probability

Year:

2016

Language:

english

File:

PDF, 327 KB

english, 2016

24

Similarity Function Tracking using Pairwise Comparisons

Greenewald, Kristjan, Kelley, Stephen, Oselio, Brandon, Hero III, Alfred O.

Journal:

IEEE Transactions on Signal Processing

Year:

2017

Language:

english

File:

PDF, 5.02 MB

english, 2017

25

Challenges and Open Problems in Signal Processing: Panel Discussion Summary from ICASSP 2017 [Panel and Forum]

Eldar, Yonina C., Hero III, Alfred O., Deng, Li, Fessler, Jeff, Kovacevic, Jelena, Poor, H. Vincent, Young, Steve

Journal:

IEEE Signal Processing Magazine

Year:

2017

Language:

english

File:

PDF, 1.16 MB

english, 2017

26

Semi-Supervised Learning in Network-Structured Data via Total Variation Minimization

Jung, Alexander, Hero III, Alfred O., Mara, Alexandru Cristian, Jahromi, Saeed, Heimowitz, Ayelet, Eldar, Yonina C.

Journal:

IEEE Transactions on Signal Processing

Year:

2019

File:

PDF, 792 KB

2019