Man

Andrés Jonathan Abeliuk Kimelman

Profesor Asistente

Universidad de Chile

Santiago, Chile

Líneas de Investigación


Human-centric machine learning; Computational Social Science; Analysis of Algorithms and Complexity theory; Social Networks; Game theory

Educación

  •  Computer Science, UNIVERSITY OF MELBOURNE. Australia, 2017
  •  Computer Science, UNIVERSITY OF MELBOURNE. Australia, 2014
  •  Ingeniero Civil en Computación, UNIVERSIDAD DE CHILE. Chile, 2011

Experiencia Académica

  •   Research Scientist Full Time

    UNIVERSITY OF SOUTHERN CALIFORNIA

    Los Angeles, Estados Unidos

    2018 - 2021

  •   Postdoctoral Associate Full Time

    MASSACHUSETTS INSTITUTE OF TECHNOLOGY

    Cambridge, Estados Unidos

    2016 - 2017

  •   Profesor Asistente Full Time

    UNIVERSIDAD DE CHILE

    Facultad de Ciencias Físicas y Matemáticas

    Santiago, Chile

    2021 - At present

Experiencia Profesional

  •   Software Engineer Full Time

    Foris

    Santiago, Chile

    2011 - 2013

Premios y Distinciones

  •   Jóvenes Líderes

    DIARIO EL MERCURIO

    Chile, 2021

    Jóvenes Líderes 2021, Revista Sábado, El Mercurio, 2021


 

Article (21)

Large Language Models in Crisis Informatics for Zero and Few-Shot Classification

Sánchez, Cinthia; Abeliuk, Andres; Poblete, Barbara

Article WOS SCIE - Science Citation Index Expanded
ACM TRANSACTIONS ON THE WEB  (2025)

Simulating conversations on social media with generative agent-based models

Jeon, Min Soo; Mendoza, Marcelo; Fernandez, Miguel; Providel, Eliana; Rodriguez, Felipe; Espina, Nicolas; Carvallo, Andres; Abeliuk, Andres

Article ISI
EPJ DATA SCIENCE  (2025)

Price of Anarchy in Algorithmic Matching of Romantic Partners

Elbassioni, Khaled; Rahwan, Talal

Article ISI
ACM TRANSACTIONS ON ECONOMICS AND COMPUTATION  (2024)

Quickcent: a fast and frugal heuristic for harmonic centrality estimation on scale-free networks

Pérez, Jorge

Article ISI
COMPUTING  (2024)

Hybrid forecasting of geopolitical events<SUP>†</SUP>

Benjamin, Daniel M. M.; Morstatter, Fred; Abbas, Ali E. E.; Atanasov, Pavel; Bennett, Stephen; Beger, Andreas; Birari, Saurabh; Budescu, David V. V.; Catasta, Michele; Haravitch, Lucas; et al.

Article ISI SCOPUS
AI MAGAZINE  (2023)

Modularity of food-sharing networks minimises the risk for individual and group starvation in hunter-gatherer societies

ABELIUK-KIMELMAN, ANDRES JONATHAN

Article ISI SCOPUS
PLoS One  (2023)

Large-scale agent-based simulations of online social networks



Article ISI
AUTONOMOUS AGENTS AND MULTI-AGENT SYSTEMS  (2022)

Superintelligence Cannot be Contained: Lessons from Computability Theory

Alfonseca, Manuel; Coviello, Lorenzo; Rahwan, Iyad

Article
JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH  (2021)

The Influence of Interdependence in Networked Publics Spheres: How Community-Level Interactions Affect the Evolution of Topics in Online Discourse

Yang, Aimei; Choi, Ian Myoungsu; Saffer, Adam

Article ISI
JOURNAL OF COMPUTER-MEDIATED COMMUNICATION  (2021)

Discovering patterns of online popularity from time series



Article ISI
EXPERT SYSTEMS WITH APPLICATIONS  (2020)

Friendship paradox biases perceptions in directed networks



Article ISI
Nature Communications  (2020)

Predictability limit of partially observed systems

Huang, Zhishen

Article ISI
SCIENTIFIC REPORTS  (2020)

Characterizing Activity on the Deep and Dark Web

Tavabi, Nazgol; Bartley, Nathan; Soni, Sandeep; ACM

Article ISI
COMPANION OF THE WORLD WIDE WEB CONFERENCE (WWW 2019 )  (2019)

Collaboration Drives Individual Productivity



Article
Proceedings of the ACM on Human-Computer Interaction  (2019)

A Computational Model of Commonsense Moral Decision Making

Kim, Richard; Kleiman-Weiner, Max; Awad, Edmond; Dsouza, Sohan; Tenenbaum, Joshua B.; ACM

Article ISI
PROCEEDINGS OF THE 2018 AAAI/ACM CONFERENCE ON AI, ETHICS, AND SOCIETY (AIES'18)  (2018)

Taming the Unpredictability of Cultural Markets with Social Influence

Berbeglia, Gerardo; Hogg, Tad; ACM

Article ISI
PROCEEDINGS OF THE 26TH INTERNATIONAL CONFERENCE ON WORLD WIDE WEB (WWW'17)  (2017)

Assortment optimization under a multinomial logit model with position bias and social influence

Berbeglia, Gerardo

Article ISI
4OR-A QUARTERLY JOURNAL OF OPERATIONS RESEARCH  (2016)

The Benefits of Social Influence in Optimized Cultural Markets

Berbeglia, Gerardo

Article ISI
PLOS ONE  (2015)

Iterated crowdsourcing dilemma game

Oishi, Koji; Cebrian, Manuel; Masuda, Naoki

Article ISI
SCIENTIFIC REPORTS  (2014)

Practical compressed suffix trees

Abeliuk A.; ?anovas R.

Article SCOPUS
Algorithms  (2013)

Compressed Suffix Trees for Repetitive Texts



Article ISI
GAMES AND LEARNING ALLIANCE, GALA 2024  (2012)

ConferencePaper (4)

Divide and Conquer: An Extreme Multi-Label Classification Approach for Coding Diseases and Procedures in Spanish



ConferencePaper
 (2022)

Auditing Algorithmic Bias on Twitter



ConferencePaper
 (2021)

Detecting Polarized Topics Using Partisanship-aware Contextualized Topic Embeddings

He, Zihao; Mokhberian, Negar; Camara, António

ConferencePaper
 (2021)

Asymptotic Optimality of Myopic Optimization in Trial-Offer Markets with Social Influence

Berbeglia, Gerardo; Maldonado, Felipe

ConferencePaper
 (2016)

25
Andrés Abeliuk

Profesor Asistente

Ciencias de la Computación

Universidad de Chile

Santiago, Chile