Michael Mathioudakis

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 64

Top Topics

Graph Representations

Subset Selection

Top Venues

Publications

Ananth Mahadevan, Michael Mathioudakis
Cost-aware retraining for machine learning. Knowl. Based Syst. 293 (2024)
Ananth Mahadevan, Michael Mathioudakis, Eetu Mäkelä, Mikko Tolonen
Optimizing a Data Science System for Text Reuse Analysis. CoRR (2024)
Sachith Pai, Michael Mathioudakis, Yanhao Wang
WaZI: A Learned and Workload-aware Z-Index. EDBT (2024)
Yanhao Wang, Francesco Fabbri, Michael Mathioudakis, Jia Li
Fair Max-Min Diversity Maximization in Streaming and Sliding-Window Models. Entropy 25 (7) (2023)
Arpit Merchant, Michael Mathioudakis, Yanhao Wang
Graph Summarization via Node Grouping: A Spectral Algorithm. WSDM (2023)
Sachith Pai, Michael Mathioudakis, Yanhao Wang
Workload-aware and Learned Z-Indexes. CoRR (2023)
Francesco Fabbri, Yanhao Wang, Francesco Bonchi, Carlos Castillo, Michael Mathioudakis
Rewiring What-to-Watch-Next Recommendations to Reduce Radicalization Pathways (Extended Abstract). IJCAI (2023)
Yanhao Wang, Michael Mathioudakis, Jia Li, Francesco Fabbri
Max-Min Diversification with Fairness Constraints: Exact and Approximation Algorithms. CoRR (2023)
Yanhao Wang, Michael Mathioudakis, Jia Li, Francesco Fabbri
Max-Min Diversification with Fairness Constraints: Exact and Approximation Algorithms. SDM (2023)
Ananth Mahadevan, Michael Mathioudakis
Cost-Effective Retraining of Machine Learning Models. CoRR (2023)
Ananth Mahadevan, Arpit Merchant, Yanhao Wang, Michael Mathioudakis
Robustness of Sketched Linear Classifiers to Adversarial Attacks. CIKM (2022)
Martino Ciaperoni, Çigdem Aslay, Aristides Gionis, Michael Mathioudakis
Workload-Aware Materialization of Junction Trees. EDBT (2022)
Arpit Merchant, Michael Mathioudakis, Yanhao Wang
Graph Summarization via Node Grouping: A Spectral Algorithm. CoRR (2022)
Yanhao Wang, Francesco Fabbri, Michael Mathioudakis
Streaming Algorithms for Diversity Maximization with Fairness Constraints. ICDE (2022)
Ananth Mahadevan, Michael Mathioudakis
Certifiable Unlearning Pipelines for Logistic Regression: An Experimental Study. Mach. Learn. Knowl. Extr. 4 (3) (2022)
Arpit Merchant, Aristides Gionis, Michael Mathioudakis
Succinct Graph Representations as Distance Oracles: An Experimental Evaluation. Proc. VLDB Endow. 15 (11) (2022)
Arpit Merchant, Ananth Mahadevan, Michael Mathioudakis
Scalably Using Node Attributes and Graph Structure for Node Classification. Entropy 24 (7) (2022)
Corinna Hertweck, Carlos Castillo, Michael Mathioudakis
Designing Affirmative Action Policies under Uncertainty. J. Learn. Anal. 9 (2) (2022)
Francesco Fabbri, Yanhao Wang, Francesco Bonchi, Carlos Castillo, Michael Mathioudakis
Rewiring What-to-Watch-Next Recommendations to Reduce Radicalization Pathways. CoRR (2022)
Yanhao Wang, Francesco Fabbri, Michael Mathioudakis
Streaming Algorithms for Diversity Maximization with Fairness Constraints. CoRR (2022)
Francesco Fabbri, Yanhao Wang, Francesco Bonchi, Carlos Castillo, Michael Mathioudakis
Rewiring What-to-Watch-Next Recommendations to Reduce Radicalization Pathways. WWW (2022)
Arpit Merchant, Michael Mathioudakis
Joint Use of Node Attributes and Proximity for Node Classification. COMPLEX NETWORKS (2021)
Ananth Mahadevan, Michael Mathioudakis
Certifiable Machine Unlearning for Linear Models. CoRR (2021)
Gennady L. Andrienko, Natalia V. Andrienko, Chiara Boldrini, Guido Caldarelli, Paolo Cintia, Stefano Cresci, Angelo Facchini, Fosca Giannotti, Aristides Gionis, Riccardo Guidotti, Michael Mathioudakis, Cristina Ioana Muntean, Luca Pappalardo, Dino Pedreschi, Evangelos Pournaras, Francesca Pratesi, Maurizio Tesconi, Roberto Trasarti
(So) Big Data and the transformation of the city. Int. J. Data Sci. Anal. 11 (4) (2021)
Yanhao Wang, Francesco Fabbri, Michael Mathioudakis
Fair and Representative Subset Selection from Data Streams. WWW (2021)
Yanhao Wang, Michael Mathioudakis, Yuchen Li, Kian-Lee Tan
Minimum Coresets for Maxima Representation of Multidimensional Data. PODS (2021)
Çigdem Aslay, Martino Ciaperoni, Aristides Gionis, Michael Mathioudakis
Workload-aware Materialization for Efficient Variable Elimination on Bayesian Networks. ICDE (2021)
Martino Ciaperoni, Çigdem Aslay, Aristides Gionis, Michael Mathioudakis
Workload-Aware Materialization of Junction Trees. CoRR (2021)
Arpit Merchant, Michael Mathioudakis
Joint Use of Node Attributes and Proximity for Semi-Supervised Classification on Graphs. CoRR (2020)
Corinna Hertweck, Carlos Castillo, Michael Mathioudakis
Towards Data-Driven Affirmative Action Policies under Uncertainty. CoRR (2020)
Yanhao Wang, Francesco Fabbri, Michael Mathioudakis
Streaming Submodular Maximization with Fairness Constraints. CoRR (2020)
Giorgio Barnabò, Carlos Castillo, Michael Mathioudakis, Sergio Celis
Intersectional Affirmative Action Policies for Top-k Candidates Selection. CoRR (2020)
Michael Mathioudakis, Carlos Castillo, Giorgio Barnabò, Sergio Celis
Affirmative action policies for top-k candidates selection: with an application to the design of policies for university admissions. SAC (2020)
Riku Laine, Antti Hyttinen, Michael Mathioudakis
Evaluating Decision Makers over Selectively Labelled Data: A Causal Modelling Approach. DS (2020)
Yanhao Wang, Michael Mathioudakis, Yuchen Li, Kian-Lee Tan
GRMR: Generalized Regret-Minimizing Representatives. CoRR (2020)
Michael Mathioudakis, Carlos Castillo, Giorgio Barnabò, Sergio Celis
Affirmative Action Policies for Top-k Candidates Selection, With an Application to the Design of Policies for University Admissions. CoRR (2019)
Çigdem Aslay, Aristides Gionis, Michael Mathioudakis
Query the model: precomputations for efficient inference with Bayesian Networks. CoRR (2019)
Harshal A. Chaudhari, Michael Mathioudakis, Evimaria Terzi
Markov Chain Monitoring. SDM (2018)
Frederick Ayala-Gómez, Bálint Daróczy, András A. Benczúr, Michael Mathioudakis, Aristides Gionis
Global citation recommendation using knowledge graphs. J. Intell. Fuzzy Syst. 34 (5) (2018)
Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis
Reducing Controversy by Connecting Opposing Views. IJCAI (2018)
Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis
Quantifying Controversy on Social Media. ACM Trans. Soc. Comput. 1 (1) (2018)
Harshal A. Chaudhari, Michael Mathioudakis, Evimaria Terzi
Markov Chain Monitoring. CoRR (2018)
Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis
Political Discourse on Social Media: Echo Chambers, Gatekeepers, and the Price of Bipartisanship. CoRR (2018)
Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis
Political Discourse on Social Media: Echo Chambers, Gatekeepers, and the Price of Bipartisanship. WWW (2018)
Kiran Garimella, Orestis Kostakis, Michael Mathioudakis
Ad-blocking: A Study on Performance, Privacy and Counter-measures. CoRR (2017)
Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis
Exposing Twitter Users to Contrarian News. CoRR (2017)
Aristides Gionis, Michael Mathioudakis, Antti Ukkonen
Bump Hunting in the Dark: Local Discrepancy Maximization on Graphs. IEEE Trans. Knowl. Data Eng. 29 (3) (2017)
Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis
Mary, Mary, Quite Contrary: Exposing Twitter Users to Contrarian News. WWW (Companion Volume) (2017)
Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis
The Effect of Collective Attention on Controversial Debates on Social Media. WebSci (2017)
Kiran Garimella, Orestis Kostakis, Michael Mathioudakis
Ad-blocking: A Study on Performance, Privacy and Counter-measures. WebSci (2017)
Frederick Ayala-Gómez, Bálint Daróczy, Michael Mathioudakis, András A. Benczúr, Aristides Gionis
Where Could We Go?: Recommendations for Groups in Location-Based Social Networks. WebSci (2017)
Qihang Gu, Dimitris Sacharidis, Michael Mathioudakis, Gang Wang
Inferring Venue Visits from GPS Trajectories. SIGSPATIAL/GIS (2017)
Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis
The Effect of Collective Attention on Controversial Debates on Social Media. CoRR (2017)
Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis
The Ebb and Flow of Controversial Debates on Social Media. CoRR (2017)
Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis
Factors in Recommending Contrarian Content on Social Media. WebSci (2017)
Emre Çelikten, Géraud Le Falher, Michael Mathioudakis
Modeling Urban Behavior by Mining Geotagged Social Data. IEEE Trans. Big Data 3 (2) (2017)
Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis
Factors in Recommending Contrarian Content on Social Media. CoRR (2017)
Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis
Reducing Controversy by Connecting Opposing Views. WSDM (2017)
Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis
The Ebb and Flow of Controversial Debates on Social Media. ICWSM (2017)
Emre Çelikten, Géraud Le Falher, Michael Mathioudakis
Extracting Patterns of Urban Activity from Geotagged Social Data. CoRR (2016)
Kiran Garimella, Michael Mathioudakis, Gianmarco De Francisci Morales, Aristides Gionis
Exploring Controversy in Twitter. CSCW Companion (2016)
Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis
Quantifying Controversy in Social Media. WSDM (2016)
Emre Çelikten, Géraud Le Falher, Michael Mathioudakis
"What Is the City but the People?": Exploring Urban Activity Using Social Web Traces. WWW (Companion Volume) (2016)
Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis
Balancing Opposing Views to Reduce Controversy. CoRR (2016)
Aristides Gionis, Michael Mathioudakis, Antti Ukkonen
Bump hunting in the dark: Local discrepancy maximization on graphs. ICDE (2015)
Charalampos Mavroforakis, Michael Mathioudakis, Aristides Gionis
Absorbing Random-Walk Centrality: Theory and Algorithms. ICDM (2015)
Indre Zliobaite, Michael Mathioudakis, Tuukka Lehtiniemi, Pekka Parviainen, Tomi Janhunen
Accessibility by Public Transport Predicts Residential Real Estate Prices: A Case Study in Helsinki Region. MUD@ICML (2015)
Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis
Exploring Controversy in Twitter. CoRR (2015)
Géraud Le Falher, Aristides Gionis, Michael Mathioudakis
Where Is the Soho of Rome? Measures and Algorithms for Finding Similar Neighborhoods in Cities. ICWSM (2015)
Charalampos Mavroforakis, Michael Mathioudakis, Aristides Gionis
Absorbing random-walk centrality: Theory and algorithms. CoRR (2015)
Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis
Quantifying Controversy in Social Media. CoRR (2015)
Michael Mathioudakis, Francesco Bonchi, Carlos Castillo, Aristides Gionis, Antti Ukkonen
Sparsification of influence networks. KDD (2011)
Michael Mathioudakis, Nick Koudas
TwitterMonitor: trend detection over the twitter stream. SIGMOD Conference (2010)
Michael Mathioudakis, Nilesh Bansal, Nick Koudas
Identifying, Attributing and Describing Spatial Bursts. Proc. VLDB Endow. 3 (1) (2010)
Michael Mathioudakis, Nick Koudas, Peter Marbach
Early online identification of attention gathering items in social media. WSDM (2010)
Michael Mathioudakis, Nick Koudas
Efficient identification of starters and followers in social media. EDBT (2009)
Michael Mathioudakis, Dimitris Sacharidis, Timos K. Sellis
A study on workload-aware wavelet synopses for point and range-sum queries. DOLAP (2006)