Michael Mathioudakis

81 papers A* 11A 10B 4C 1Misc 1Journal 41Unranked 11

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Text reuse in large historical corpora: insights from the optimization of a data science system. Int. J. Data Sci. Anal. Ananth Mahadevan, Michael Mathioudakis, Eetu Mäkelä, Mikko Tolonen
2024	A	`conf`	Coresets for Deletion-Robust k-Center Clustering. CIKM Ruien Li, Yanhao Wang, Michael Mathioudakis
2024	J	`jnl`	Cost-aware retraining for machine learning. Knowl. Based Syst. Ananth Mahadevan, Michael Mathioudakis
2024	J	`jnl`	Optimizing a Data Science System for Text Reuse Analysis. CoRR Ananth Mahadevan, Michael Mathioudakis, Eetu Mäkelä, Mikko Tolonen
2024	B	`conf`	WaZI: A Learned and Workload-aware Z-Index. EDBT Sachith Pai, Michael Mathioudakis, Yanhao Wang
2023	J	`jnl`	Cost-Effective Retraining of Machine Learning Models. CoRR Ananth Mahadevan, Michael Mathioudakis
2023	J	`jnl`	Fair Max-Min Diversity Maximization in Streaming and Sliding-Window Models. Entropy Yanhao Wang, Francesco Fabbri, Michael Mathioudakis, Jia Li
2023	A	`conf`	Graph Summarization via Node Grouping: A Spectral Algorithm. WSDM Arpit Merchant, Michael Mathioudakis, Yanhao Wang
2023	A	`conf`	Max-Min Diversification with Fairness Constraints: Exact and Approximation Algorithms. SDM Yanhao Wang, Michael Mathioudakis, Jia Li, Francesco Fabbri
2023	J	`jnl`	Max-Min Diversification with Fairness Constraints: Exact and Approximation Algorithms. CoRR Yanhao Wang, Michael Mathioudakis, Jia Li, Francesco Fabbri
2023	A*	`conf`	Rewiring What-to-Watch-Next Recommendations to Reduce Radicalization Pathways (Extended Abstract). IJCAI Francesco Fabbri, Yanhao Wang, Francesco Bonchi, Carlos Castillo, Michael Mathioudakis
2023	J	`jnl`	Workload-aware and Learned Z-Indexes. CoRR Sachith Pai, Michael Mathioudakis, Yanhao Wang
2022	J	`jnl`	Certifiable Unlearning Pipelines for Logistic Regression: An Experimental Study. Mach. Learn. Knowl. Extr. Ananth Mahadevan, Michael Mathioudakis
2022	J	`jnl`	Designing Affirmative Action Policies under Uncertainty. J. Learn. Anal. Corinna Hertweck, Carlos Castillo, Michael Mathioudakis
2022	J	`jnl`	Graph Summarization via Node Grouping: A Spectral Algorithm. CoRR Arpit Merchant, Michael Mathioudakis, Yanhao Wang
2022	A*	`conf`	Rewiring What-to-Watch-Next Recommendations to Reduce Radicalization Pathways. WWW Francesco Fabbri, Yanhao Wang, Francesco Bonchi, Carlos Castillo, Michael Mathioudakis
2022	J	`jnl`	Rewiring What-to-Watch-Next Recommendations to Reduce Radicalization Pathways. CoRR Francesco Fabbri, Yanhao Wang, Francesco Bonchi, Carlos Castillo, Michael Mathioudakis
2022	A	`conf`	Robustness of Sketched Linear Classifiers to Adversarial Attacks. CIKM Ananth Mahadevan, Arpit Merchant, Yanhao Wang, Michael Mathioudakis
2022	J	`jnl`	Scalably Using Node Attributes and Graph Structure for Node Classification. Entropy Arpit Merchant, Ananth Mahadevan, Michael Mathioudakis
2022	A*	`conf`	Streaming Algorithms for Diversity Maximization with Fairness Constraints. ICDE Yanhao Wang, Francesco Fabbri, Michael Mathioudakis
2022	J	`jnl`	Streaming Algorithms for Diversity Maximization with Fairness Constraints. CoRR Yanhao Wang, Francesco Fabbri, Michael Mathioudakis
2022	J	`jnl`	Succinct Graph Representations as Distance Oracles: An Experimental Evaluation. Proc. VLDB Endow. Arpit Merchant, Aristides Gionis, Michael Mathioudakis
2022	B	`conf`	Workload-Aware Materialization of Junction Trees. EDBT Martino Ciaperoni, Çigdem Aslay, Aristides Gionis, Michael Mathioudakis
2021	J	`jnl`	(So) Big Data and the transformation of the city. Int. J. Data Sci. Anal. 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
2021	J	`jnl`	Certifiable Machine Unlearning for Linear Models. CoRR Ananth Mahadevan, Michael Mathioudakis
2021	A*	`conf`	Fair and Representative Subset Selection from Data Streams. WWW Yanhao Wang, Francesco Fabbri, Michael Mathioudakis
2021	—	`conf`	Joint Use of Node Attributes and Proximity for Node Classification. COMPLEX NETWORKS Arpit Merchant, Michael Mathioudakis
2021	A*	`conf`	Minimum Coresets for Maxima Representation of Multidimensional Data. PODS Yanhao Wang, Michael Mathioudakis, Yuchen Li, Kian-Lee Tan
2021	J	`jnl`	Workload-Aware Materialization of Junction Trees. CoRR Martino Ciaperoni, Çigdem Aslay, Aristides Gionis, Michael Mathioudakis
2021	A*	`conf`	Workload-aware Materialization for Efficient Variable Elimination on Bayesian Networks. ICDE Çigdem Aslay, Martino Ciaperoni, Aristides Gionis, Michael Mathioudakis
2020	Misc	`conf`	Affirmative action policies for top-k candidates selection: with an application to the design of policies for university admissions. SAC Michael Mathioudakis, Carlos Castillo, Giorgio Barnabò, Sergio Celis
2020	B	`conf`	Evaluating Decision Makers over Selectively Labelled Data: A Causal Modelling Approach. DS Riku Laine, Antti Hyttinen, Michael Mathioudakis
2020	J	`jnl`	GRMR: Generalized Regret-Minimizing Representatives. CoRR Yanhao Wang, Michael Mathioudakis, Yuchen Li, Kian-Lee Tan
2020	J	`jnl`	Intersectional Affirmative Action Policies for Top-k Candidates Selection. CoRR Giorgio Barnabò, Carlos Castillo, Michael Mathioudakis, Sergio Celis
2020	J	`jnl`	Joint Use of Node Attributes and Proximity for Semi-Supervised Classification on Graphs. CoRR Arpit Merchant, Michael Mathioudakis
2020	J	`jnl`	Streaming Submodular Maximization with Fairness Constraints. CoRR Yanhao Wang, Francesco Fabbri, Michael Mathioudakis
2020	J	`jnl`	Towards Data-Driven Affirmative Action Policies under Uncertainty. CoRR Corinna Hertweck, Carlos Castillo, Michael Mathioudakis
2019	J	`jnl`	Affirmative Action Policies for Top-k Candidates Selection, With an Application to the Design of Policies for University Admissions. CoRR Michael Mathioudakis, Carlos Castillo, Giorgio Barnabò, Sergio Celis
2019	J	`jnl`	Query the model: precomputations for efficient inference with Bayesian Networks. CoRR Çigdem Aslay, Aristides Gionis, Michael Mathioudakis
2018	J	`jnl`	Global citation recommendation using knowledge graphs. J. Intell. Fuzzy Syst. Frederick Ayala-Gómez, Bálint Daróczy, András A. Benczúr, Michael Mathioudakis, Aristides Gionis
2018	A	`conf`	Markov Chain Monitoring. SDM Harshal A. Chaudhari, Michael Mathioudakis, Evimaria Terzi
2018	J	`jnl`	Markov Chain Monitoring. CoRR Harshal A. Chaudhari, Michael Mathioudakis, Evimaria Terzi
2018	A*	`conf`	Political Discourse on Social Media: Echo Chambers, Gatekeepers, and the Price of Bipartisanship. WWW Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis
2018	J	`jnl`	Political Discourse on Social Media: Echo Chambers, Gatekeepers, and the Price of Bipartisanship. CoRR Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis
2018	J	`jnl`	Quantifying Controversy on Social Media. ACM Trans. Soc. Comput. Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis
2018	A*	`conf`	Reducing Controversy by Connecting Opposing Views. IJCAI Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis
2018	—	`ch.`	Social Media Analysis. Encyclopedia of Database Systems (2nd ed.) Michael Mathioudakis
2017	—	`conf`	Ad-blocking: A Study on Performance, Privacy and Counter-measures. WebSci Kiran Garimella, Orestis Kostakis, Michael Mathioudakis
2017	J	`jnl`	Ad-blocking: A Study on Performance, Privacy and Counter-measures. CoRR Kiran Garimella, Orestis Kostakis, Michael Mathioudakis
2017	J	`jnl`	Bump Hunting in the Dark: Local Discrepancy Maximization on Graphs. IEEE Trans. Knowl. Data Eng. Aristides Gionis, Michael Mathioudakis, Antti Ukkonen
2017	J	`jnl`	Exposing Twitter Users to Contrarian News. CoRR Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis
2017	—	`conf`	Factors in Recommending Contrarian Content on Social Media. WebSci Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis
2017	J	`jnl`	Factors in Recommending Contrarian Content on Social Media. CoRR Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis
2017	—	`conf`	Inferring Venue Visits from GPS Trajectories. SIGSPATIAL/GIS Qihang Gu, Dimitris Sacharidis, Michael Mathioudakis, Gang Wang
2017	—	`conf`	Mary, Mary, Quite Contrary: Exposing Twitter Users to Contrarian News. WWW (Companion Volume) Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis
2017	J	`jnl`	Modeling Urban Behavior by Mining Geotagged Social Data. IEEE Trans. Big Data Emre Çelikten, Géraud Le Falher, Michael Mathioudakis
2017	A	`conf`	Reducing Controversy by Connecting Opposing Views. WSDM Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis
2017	A	`conf`	The Ebb and Flow of Controversial Debates on Social Media. ICWSM Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis
2017	J	`jnl`	The Ebb and Flow of Controversial Debates on Social Media. CoRR Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis
2017	—	`conf`	The Effect of Collective Attention on Controversial Debates on Social Media. WebSci Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis
2017	J	`jnl`	The Effect of Collective Attention on Controversial Debates on Social Media. CoRR Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis
2017	—	`conf`	Where Could We Go?: Recommendations for Groups in Location-Based Social Networks. WebSci Frederick Ayala-Gómez, Bálint Daróczy, Michael Mathioudakis, András A. Benczúr, Aristides Gionis
2016	—	`conf`	"What Is the City but the People?": Exploring Urban Activity Using Social Web Traces. WWW (Companion Volume) Emre Çelikten, Géraud Le Falher, Michael Mathioudakis
2016	J	`jnl`	Balancing Opposing Views to Reduce Controversy. CoRR Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis
2016	—	`conf`	Exploring Controversy in Twitter. CSCW Companion Kiran Garimella, Michael Mathioudakis, Gianmarco De Francisci Morales, Aristides Gionis
2016	J	`jnl`	Extracting Patterns of Urban Activity from Geotagged Social Data. CoRR Emre Çelikten, Géraud Le Falher, Michael Mathioudakis
2016	A	`conf`	Quantifying Controversy in Social Media. WSDM Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis
2015	A*	`conf`	Absorbing Random-Walk Centrality: Theory and Algorithms. ICDM Charalampos Mavroforakis, Michael Mathioudakis, Aristides Gionis
2015	J	`jnl`	Absorbing random-walk centrality: Theory and algorithms. CoRR Charalampos Mavroforakis, Michael Mathioudakis, Aristides Gionis
2015	—	`conf`	Accessibility by Public Transport Predicts Residential Real Estate Prices: A Case Study in Helsinki Region. MUD@ICML Indre Zliobaite, Michael Mathioudakis, Tuukka Lehtiniemi, Pekka Parviainen, Tomi Janhunen
2015	A*	`conf`	Bump hunting in the dark: Local discrepancy maximization on graphs. ICDE Aristides Gionis, Michael Mathioudakis, Antti Ukkonen
2015	J	`jnl`	Exploring Controversy in Twitter. CoRR Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis
2015	J	`jnl`	Quantifying Controversy in Social Media. CoRR Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis
2015	A	`conf`	Where Is the Soho of Rome? Measures and Algorithms for Finding Similar Neighborhoods in Cities. ICWSM Géraud Le Falher, Aristides Gionis, Michael Mathioudakis
2014	—	`—`	Detecting Prominent Patterns of Activity in Social Media. Michael Mathioudakis
2011	A*	`conf`	Sparsification of influence networks. KDD Michael Mathioudakis, Francesco Bonchi, Carlos Castillo, Aristides Gionis, Antti Ukkonen
2010	A	`conf`	Early online identification of attention gathering items in social media. WSDM Michael Mathioudakis, Nick Koudas, Peter Marbach
2010	J	`jnl`	Identifying, Attributing and Describing Spatial Bursts. Proc. VLDB Endow. Michael Mathioudakis, Nilesh Bansal, Nick Koudas
2010	—	`conf`	TwitterMonitor: trend detection over the twitter stream. SIGMOD Conference Michael Mathioudakis, Nick Koudas
2009	B	`conf`	Efficient identification of starters and followers in social media. EDBT Michael Mathioudakis, Nick Koudas
2006	C	`conf`	A study on workload-aware wavelet synopses for point and range-sum queries. DOLAP Michael Mathioudakis, Dimitris Sacharidis, Timos K. Sellis