Charalampos E. Tsourakakis

Charalampos E. Tsourakakis

Harvard University

H-index: 33

North America-United States

About Charalampos E. Tsourakakis

Charalampos E. Tsourakakis, With an exceptional h-index of 33 and a recent h-index of 25 (since 2020), a distinguished researcher at Harvard University, specializes in the field of Graphs, Design and Analysis of Algorithms, Machine Learning, Data Mining, Knowledge Graphs.

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

On the Role of Edge Dependency in Graph Generative Models

Densest Diverse Subgraphs: How to Plan a Successful Cocktail Party with Diversity

Node-Differentially Private Estimation of the Number of Connected Components

Learning Mixtures of Markov Chains with Quality Guarantees

Algorithmic tools for understanding the motif structure of networks

Discovering polarization niches via dense subgraphs with attractors and repulsers

Antibenford subgraphs: Unsupervised anomaly detection in financial networks

Edge-colored directed subgraph enumeration on the connectome

Charalampos E. Tsourakakis Information

University

Position

Boston University ISI Foundation

Citations(all)

5861

Citations(since 2020)

2605

Cited By

4356

hIndex(all)

33

hIndex(since 2020)

25

i10Index(all)

57

i10Index(since 2020)

47

Email

University Profile Page

Harvard University

Google Scholar

View Google Scholar Profile

Charalampos E. Tsourakakis Skills & Research Interests

Graphs

Design and Analysis of Algorithms

Machine Learning

Data Mining

Knowledge Graphs

Top articles of Charalampos E. Tsourakakis

Title

Journal

Author(s)

Publication Date

On the Role of Edge Dependency in Graph Generative Models

Sudhanshu Chanpuriya

Cameron N Musco

Konstantinos Sotiropoulos

Charalampos Tsourakakis

2023/10/13

Densest Diverse Subgraphs: How to Plan a Successful Cocktail Party with Diversity

Atsushi Miyauchi

Tianyi Chen

Konstantinos Sotiropoulos

Charalampos E Tsourakakis

2023/8/6

Node-Differentially Private Estimation of the Number of Connected Components

Iden Kalemaj

Sofya Raskhodnikova

Adam Smith

Charalampos E Tsourakakis

2023/6/18

Learning Mixtures of Markov Chains with Quality Guarantees

Webconf 2023

Fabian Spaeh

Charalampos E Tsourakakis

2023/2/9

Algorithmic tools for understanding the motif structure of networks

Tianyi Chen

Brian Matejek

Michael Mitzenmacher

Charalampos E Tsourakakis

2022/9/19

Discovering polarization niches via dense subgraphs with attractors and repulsers

Proceedings of the VLDB Endowment

Adriano Fazzone

Tommaso Lanciano

Riccardo Denni

Charalampos E Tsourakakis

Francesco Bonchi

2022/9/1

Antibenford subgraphs: Unsupervised anomaly detection in financial networks

Tianyi Chen

Charalampos Tsourakakis

2022/8/14

Edge-colored directed subgraph enumeration on the connectome

Scientific Reports

Brian Matejek

Donglai Wei

Tianyi Chen

Charalampos E Tsourakakis

Michael Mitzenmacher

...

2022/7/5

Practical Almost-Linear-Time Approximation Algorithms for Hybrid and Overlapping Graph Clustering

Lorenzo Orecchia

Konstantinos Ameranis

Charalampos Tsourakakis

Kunal Talwar

2022/6/28

Polarizing Opinion Dynamics with Confirmation Bias

Tianyi Chen

Xu Wang

Charalampos E Tsourakakis

2022/10/12

Dense and well-connected subgraph detection in dual networks

Tianyi Chen

Francesco Bonchi

David Garcia-Soriano

Atsushi Miyauchi

Charalampos E Tsourakakis

2022

Smurf-based anti-money laundering in time-evolving transaction networks

Michele Starnini

Charalampos E Tsourakakis

Maryam Zamanipour

André Panisson

Walter Allasia

...

2021

Finding densest k-connected subgraphs

Discrete Applied Mathematics

Francesco Bonchi

David García-Soriano

Atsushi Miyauchi

Charalampos E Tsourakakis

2021/12/31

On the power of edge independent graph models

Advances in Neural Information Processing Systems

Sudhanshu Chanpuriya

Cameron Musco

Konstantinos Sotiropoulos

Charalampos Tsourakakis

2021/12/6

Triangle-aware spectral sparsifiers and community detection

Konstantinos Sotiropoulos

Charalampos E Tsourakakis

2021/8/14

Opinion dynamics optimization by varying susceptibility to persuasion via non-convex local search

ACM Transactions on Knowledge Discovery from Data (TKDD)

Rediet Abebe

T-H HUBERT Chan

Jon Kleinberg

Zhibin Liang

David Parkes

...

2021/7/21

Deepwalking backwards: from embeddings back to graphs

Sudhanshu Chanpuriya

Cameron Musco

Konstantinos Sotiropoulos

Charalampos Tsourakakis

2021/7/1

Optimal Learning of Joint Alignments with a Faulty Oracle

Kasper Green Larsen

Michael Mitzenmacher

Charalampos E Tsourakakis

2020/2/2

Node embeddings and exact low-rank representations of complex networks

Advances in neural information processing systems

Sudhanshu Chanpuriya

Cameron Musco

Konstantinos Sotiropoulos

Charalampos Tsourakakis

2020

Joint Alignment From Pairwise Differences with a Noisy Oracle

Internet Mathematics

Charalampos Tsourakakis

Michael Mitzenmacher

2020/12/8

See List of Professors in Charalampos E. Tsourakakis University(Harvard University)

Co-Authors

H-index: 151
Christos Faloutsos

Christos Faloutsos

Carnegie Mellon University

H-index: 147
Jure Leskovec

Jure Leskovec

Stanford University

H-index: 122
Jon Kleinberg

Jon Kleinberg

Cornell University

H-index: 90
Michael Mitzenmacher

Michael Mitzenmacher

Harvard University

H-index: 75
Alan Frieze

Alan Frieze

Carnegie Mellon University

H-index: 73
David C. Parkes

David C. Parkes

Harvard University

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