Olgica Milenkovic

Olgica Milenkovic

University of Illinois at Urbana-Champaign

H-index: 46

North America-United States

About Olgica Milenkovic

Olgica Milenkovic, With an exceptional h-index of 46 and a recent h-index of 31 (since 2020), a distinguished researcher at University of Illinois at Urbana-Champaign, specializes in the field of Algorithms, Bioinformatics, Coding Theory, Machine Learning, Social Networks.

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

Multifaceted roles of cohesin in regulating transcriptional loops

Federated Classification in Hyperbolic Spaces via Secure Aggregation of Convex Hulls

DNA-Based Data Storage Systems: A Review of Implementations and Code Constructions

Differentially private decoupled graph convolutions for multigranular topology protection

Multiple sequences Prophet Inequality Under Observation Constraints

Online Distribution Learning with Local Privacy Constraints

PINA: Leveraging Side Information in eXtreme Multi-label Classification via Predicted Instance Neighborhood Aggregation

A combinatorial proof for the secretary problem with multiple choices

Olgica Milenkovic Information

University

Position

___

Citations(all)

10122

Citations(since 2020)

4733

Cited By

7242

hIndex(all)

46

hIndex(since 2020)

31

i10Index(all)

118

i10Index(since 2020)

77

Email

University Profile Page

University of Illinois at Urbana-Champaign

Google Scholar

View Google Scholar Profile

Olgica Milenkovic Skills & Research Interests

Algorithms

Bioinformatics

Coding Theory

Machine Learning

Social Networks

Top articles of Olgica Milenkovic

Title

Journal

Author(s)

Publication Date

Multifaceted roles of cohesin in regulating transcriptional loops

bioRxiv

Minji Kim

Ping Wang

Patricia Clow

I Chien

Xiaotao Wang

...

2024

Federated Classification in Hyperbolic Spaces via Secure Aggregation of Convex Hulls

Transactions on Machine Learning Research

Saurav Prakash

Jin Sima

Chao Pan

Eli Chien

Olgica Milenkovic

2024/1

DNA-Based Data Storage Systems: A Review of Implementations and Code Constructions

IEEE Transactions on Communications

Olgica Milenkovic

Chao Pan

2024/2

Differentially private decoupled graph convolutions for multigranular topology protection

Advances in Neural Information Processing Systems

Eli Chien

Wei-Ning Chen

Chao Pan

Pan Li

Ayfer Ozgur

...

2024/2/13

Multiple sequences Prophet Inequality Under Observation Constraints

arXiv preprint arXiv:2402.02059

Aristomenis Tsopelakos

Olgica Milenkovic

2024/2/3

Online Distribution Learning with Local Privacy Constraints

arXiv preprint arXiv:2402.00315

Jin Sima

Changlong Wu

Olgica Milenkovic

Wojciech Szpankowski

2024/2/1

PINA: Leveraging Side Information in eXtreme Multi-label Classification via Predicted Instance Neighborhood Aggregation

Eli Chien

Jiong Zhang

Cho-Jui Hsieh

Jyun-Yu Jiang

Wei-Cheng Chang

...

2023/5/21

A combinatorial proof for the secretary problem with multiple choices

arXiv preprint arXiv:2303.02361

Xujun Liu

Olgica Milenkovic

George V Moustakides

2023/3/4

Unlearning graph classifiers with limited data resources

Chao Pan

Eli Chien

Olgica Milenkovic

2023/4/30

Optimal Stopping Methodology for the Secretary Problem with Random Queries–ADDENDUM

Journal of Applied Probability

George V Moustakides

Xujun Liu

Olgica Milenkovic

2023

Efficient Model Updates for Approximate Unlearning of Graph-Structured Data

Eli Chien

Chao Pan

Olgica Milenkovic

2023

Higher-Order Spectral Clustering Under Superimposed Stochastic Block Models

Journal of Machine Learning Research

Subhadeep Paul

Olgica Milenkovic

Yuguo Chen

2023

A Combinatorial Proof for the Dowry Problem

Xujun Liu

Olgica Milenkovic

George V Moustakides

2023/4/23

Query-based selection of optimal candidates under the Mallows model

Theoretical Computer Science

Xujun Liu

Olgica Milenkovic

George V Moustakides

2023/11/10

Machine Unlearning of Federated Clusters

Chao Pan*

Jin Sima*

Saurav Prakash*

Vishal Rana

Olgica Milenkovic (* = equal contribution)

2023/1/21

Finding a burst of positives via non-adaptive semiquantitative group testing

Yun-Han Li

Ryan Gabrys

Jin Sima

Ilan Shomorony

Olgica Milenkovic

2023

Coding for Polymer-Based Data Storage

IEEE Transactions on Information Theory

Srilakshmi Pattabiraman

Ryan Gabrys

Olgica Milenkovic

2023/4/25

DNA-based image storage and retrieval

2023/9/12

On constant-weight binary B2-sequences

Jin Sima

Yun-Han Li

Ilan Shomorony

Olgica Milenkovic

2023

Provably accurate and scalable linear classifiers in hyperbolic spaces

Knowledge and Information Systems

Chao Pan

Eli Chien

Puoya Tabaghi

Jianhao Peng

Olgica Milenkovic

2023/4

See List of Professors in Olgica Milenkovic University(University of Illinois at Urbana-Champaign)

Co-Authors

H-index: 93
Huimin Zhao

Huimin Zhao

University of Illinois at Urbana-Champaign

H-index: 51
Jian Ma

Jian Ma

Carnegie Mellon University

H-index: 38
Philip Whiting

Philip Whiting

Macquarie University

H-index: 36
Eitan Yaakobi

Eitan Yaakobi

Technion - Israel Institute of Technology

H-index: 27
Wei Dai

Wei Dai

Imperial College London

H-index: 24
Iwan Duursma

Iwan Duursma

University of Illinois at Urbana-Champaign

academic-engine