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ORCIDMichael Mathioudakis
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- affiliation: University of Helsinki, Finland
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2020 – today
- 2024
[j12]Ananth Mahadevan
, Michael Mathioudakis:
Cost-aware retraining for machine learning. Knowl. Based Syst. 293: 111610 (2024)- [c38]Ruien Li, Yanhao Wang, Michael Mathioudakis:
Coresets for Deletion-Robust k-Center Clustering. CIKM 2024: 3877-3881 - [c37]Sachith Pai, Michael Mathioudakis, Yanhao Wang:
WaZI: A Learned and Workload-aware Z-Index. EDBT 2024: 559-571 - [i28]Ananth Mahadevan, Michael Mathioudakis, Eetu Mäkelä, Mikko Tolonen:
Optimizing a Data Science System for Text Reuse Analysis. CoRR abs/2401.07290 (2024) - 2023
- [j11]Yanhao Wang, Francesco Fabbri, Michael Mathioudakis, Jia Li:
Fair Max-Min Diversity Maximization in Streaming and Sliding-Window Models. Entropy 25(7): 1066 (2023) - [c36]Francesco Fabbri, Yanhao Wang, Francesco Bonchi, Carlos Castillo, Michael Mathioudakis:
Rewiring What-to-Watch-Next Recommendations to Reduce Radicalization Pathways (Extended Abstract). IJCAI 2023: 6431-6435 - [c35]Yanhao Wang, Michael Mathioudakis, Jia Li, Francesco Fabbri:
Max-Min Diversification with Fairness Constraints: Exact and Approximation Algorithms. SDM 2023: 91-99 - [c34]Arpit Merchant, Michael Mathioudakis, Yanhao Wang:
Graph Summarization via Node Grouping: A Spectral Algorithm. WSDM 2023: 742-750 - [i27]Yanhao Wang, Michael Mathioudakis, Jia Li, Francesco Fabbri:
Max-Min Diversification with Fairness Constraints: Exact and Approximation Algorithms. CoRR abs/2301.02053 (2023) - [i26]Ananth Mahadevan, Michael Mathioudakis:
Cost-Effective Retraining of Machine Learning Models. CoRR abs/2310.04216 (2023) - [i25]Sachith Pai, Michael Mathioudakis, Yanhao Wang:
Workload-aware and Learned Z-Indexes. CoRR abs/2310.04268 (2023) - 2022
- [j10]Arpit Merchant, Ananth Mahadevan, Michael Mathioudakis:
Scalably Using Node Attributes and Graph Structure for Node Classification. Entropy 24(7): 906 (2022) - [j9]Ananth Mahadevan, Michael Mathioudakis:
Certifiable Unlearning Pipelines for Logistic Regression: An Experimental Study. Mach. Learn. Knowl. Extr. 4(3): 591-620 (2022) - [j8]Arpit Merchant, Aristides Gionis, Michael Mathioudakis:
Succinct Graph Representations as Distance Oracles: An Experimental Evaluation. Proc. VLDB Endow. 15(11): 2297-2306 (2022) - [j7]Corinna Hertweck, Carlos Castillo, Michael Mathioudakis:
Designing Affirmative Action Policies under Uncertainty. J. Learn. Anal. 9(2): 121-137 (2022) - [c33]Ananth Mahadevan, Arpit Merchant, Yanhao Wang, Michael Mathioudakis:
Robustness of Sketched Linear Classifiers to Adversarial Attacks. CIKM 2022: 4319-4323 - [c32]Martino Ciaperoni, Çigdem Aslay, Aristides Gionis, Michael Mathioudakis:
Workload-Aware Materialization of Junction Trees. EDBT 2022: 1:65-1:77 - [c31]Yanhao Wang, Francesco Fabbri, Michael Mathioudakis:
Streaming Algorithms for Diversity Maximization with Fairness Constraints. ICDE 2022: 41-53 - [c30]Francesco Fabbri, Yanhao Wang, Francesco Bonchi, Carlos Castillo, Michael Mathioudakis:
Rewiring What-to-Watch-Next Recommendations to Reduce Radicalization Pathways. WWW 2022: 2719-2728 - [i24]Francesco Fabbri, Yanhao Wang, Francesco Bonchi, Carlos Castillo, Michael Mathioudakis:
Rewiring What-to-Watch-Next Recommendations to Reduce Radicalization Pathways. CoRR abs/2202.00640 (2022) - [i23]Yanhao Wang, Francesco Fabbri, Michael Mathioudakis:
Streaming Algorithms for Diversity Maximization with Fairness Constraints. CoRR abs/2208.00194 (2022) - [i22]Arpit Merchant, Michael Mathioudakis, Yanhao Wang:
Graph Summarization via Node Grouping: A Spectral Algorithm. CoRR abs/2211.04169 (2022) - 2021
- [j6]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): 311-340 (2021) - [c29]Arpit Merchant, Michael Mathioudakis:
Joint Use of Node Attributes and Proximity for Node Classification. COMPLEX NETWORKS 2021: 511-522 - [c28]Çigdem Aslay, Martino Ciaperoni, Aristides Gionis, Michael Mathioudakis:
Workload-aware Materialization for Efficient Variable Elimination on Bayesian Networks. ICDE 2021: 1152-1163 - [c27]Yanhao Wang, Michael Mathioudakis, Yuchen Li, Kian-Lee Tan:
Minimum Coresets for Maxima Representation of Multidimensional Data. PODS 2021: 138-152 - [c26]Yanhao Wang, Francesco Fabbri, Michael Mathioudakis:
Fair and Representative Subset Selection from Data Streams. WWW 2021: 1340-1350 - [i21]Ananth Mahadevan, Michael Mathioudakis:
Certifiable Machine Unlearning for Linear Models. CoRR abs/2106.15093 (2021) - [i20]Martino Ciaperoni, Çigdem Aslay, Aristides Gionis, Michael Mathioudakis:
Workload-Aware Materialization of Junction Trees. CoRR abs/2110.03475 (2021) - 2020
- [c25]Riku Laine, Antti Hyttinen, Michael Mathioudakis:
Evaluating Decision Makers over Selectively Labelled Data: A Causal Modelling Approach. DS 2020: 3-18 - [c24]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: 440-449 - [i19]Corinna Hertweck, Carlos Castillo, Michael Mathioudakis:
Towards Data-Driven Affirmative Action Policies under Uncertainty. CoRR abs/2007.01202 (2020) - [i18]Yanhao Wang, Michael Mathioudakis, Yuchen Li, Kian-Lee Tan:
GRMR: Generalized Regret-Minimizing Representatives. CoRR abs/2007.09634 (2020) - [i17]Giorgio Barnabò, Carlos Castillo, Michael Mathioudakis, Sergio Celis:
Intersectional Affirmative Action Policies for Top-k Candidates Selection. CoRR abs/2007.14775 (2020) - [i16]Yanhao Wang, Francesco Fabbri, Michael Mathioudakis:
Streaming Submodular Maximization with Fairness Constraints. CoRR abs/2010.04412 (2020) - [i15]Arpit Merchant, Michael Mathioudakis:
Joint Use of Node Attributes and Proximity for Semi-Supervised Classification on Graphs. CoRR abs/2010.11536 (2020)
2010 – 2019
- 2019
- [i14]Çigdem Aslay, Aristides Gionis, Michael Mathioudakis:
Query the model: precomputations for efficient inference with Bayesian Networks. CoRR abs/1904.00079 (2019) - [i13]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 abs/1905.09947 (2019) - 2018
- [j5]Frederick Ayala-Gómez, Bálint Daróczy, András A. Benczúr, Michael Mathioudakis, Aristides Gionis:
Global citation recommendation using knowledge graphs. J. Intell. Fuzzy Syst. 34(5): 3089-3100 (2018) - [j4]Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis:
Quantifying Controversy on Social Media. ACM Trans. Soc. Comput. 1(1): 3:1-3:27 (2018) - [c23]Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis:
Reducing Controversy by Connecting Opposing Views. IJCAI 2018: 5249-5253 - [c22]Harshal A. Chaudhari, Michael Mathioudakis, Evimaria Terzi:
Markov Chain Monitoring. SDM 2018: 441-449 - [c21]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: 913-922 - [r1]Michael Mathioudakis:
Social Media Analysis. Encyclopedia of Database Systems (2nd ed.) 2018 - [i12]Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis:
Political Discourse on Social Media: Echo Chambers, Gatekeepers, and the Price of Bipartisanship. CoRR abs/1801.01665 (2018) - [i11]Harshal A. Chaudhari, Michael Mathioudakis, Evimaria Terzi:
Markov Chain Monitoring. CoRR abs/1801.07722 (2018) - 2017
- [j3]Emre Çelikten, Géraud Le Falher, Michael Mathioudakis:
Modeling Urban Behavior by Mining Geotagged Social Data. IEEE Trans. Big Data 3(2): 220-233 (2017) - [j2]Aristides Gionis, Michael Mathioudakis, Antti Ukkonen:
Bump Hunting in the Dark: Local Discrepancy Maximization on Graphs. IEEE Trans. Knowl. Data Eng. 29(3): 529-542 (2017) - [c20]Qihang Gu, Dimitris Sacharidis, Michael Mathioudakis, Gang Wang:
Inferring Venue Visits from GPS Trajectories. SIGSPATIAL/GIS 2017: 81:1-81:4 - [c19]Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis:
The Ebb and Flow of Controversial Debates on Social Media. ICWSM 2017: 524-527 - [c18]Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis:
The Effect of Collective Attention on Controversial Debates on Social Media. WebSci 2017: 43-52 - [c17]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: 93-102 - [c16]Kiran Garimella, Orestis Kostakis, Michael Mathioudakis:
Ad-blocking: A Study on Performance, Privacy and Counter-measures. WebSci 2017: 259-262 - [c15]Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis:
Factors in Recommending Contrarian Content on Social Media. WebSci 2017: 263-266 - [c14]Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis:
Reducing Controversy by Connecting Opposing Views. WSDM 2017: 81-90 - [c13]Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis:
Mary, Mary, Quite Contrary: Exposing Twitter Users to Contrarian News. WWW (Companion Volume) 2017: 201-205 - [i10]Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis:
The Ebb and Flow of Controversial Debates on Social Media. CoRR abs/1703.05994 (2017) - [i9]Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis:
Exposing Twitter Users to Contrarian News. CoRR abs/1703.10934 (2017) - [i8]Kiran Garimella, Orestis Kostakis, Michael Mathioudakis:
Ad-blocking: A Study on Performance, Privacy and Counter-measures. CoRR abs/1705.03193 (2017) - [i7]Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis:
The Effect of Collective Attention on Controversial Debates on Social Media. CoRR abs/1705.05908 (2017) - [i6]Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis:
Factors in Recommending Contrarian Content on Social Media. CoRR abs/1705.06597 (2017) - 2016
- [c12]Kiran Garimella, Michael Mathioudakis, Gianmarco De Francisci Morales, Aristides Gionis:
Exploring Controversy in Twitter. CSCW Companion 2016: 33-36 - [c11]Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis:
Quantifying Controversy in Social Media. WSDM 2016: 33-42 - [c10]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: 167-170 - [i5]Emre Çelikten, Géraud Le Falher, Michael Mathioudakis:
Extracting Patterns of Urban Activity from Geotagged Social Data. CoRR abs/1604.04649 (2016) - [i4]Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis:
Balancing Opposing Views to Reduce Controversy. CoRR abs/1611.00172 (2016) - 2015
- [c9]Aristides Gionis, Michael Mathioudakis, Antti Ukkonen:
Bump hunting in the dark: Local discrepancy maximization on graphs. ICDE 2015: 1155-1166 - [c8]Charalampos Mavroforakis, Michael Mathioudakis, Aristides Gionis:
Absorbing Random-Walk Centrality: Theory and Algorithms. ICDM 2015: 901-906 - [c7]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: 65-71 - [c6]Géraud Le Falher, Aristides Gionis, Michael Mathioudakis:
Where Is the Soho of Rome? Measures and Algorithms for Finding Similar Neighborhoods in Cities. ICWSM 2015: 228-237 - [i3]Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis:
Quantifying Controversy in Social Media. CoRR abs/1507.05224 (2015) - [i2]Charalampos Mavroforakis, Michael Mathioudakis, Aristides Gionis:
Absorbing random-walk centrality: Theory and algorithms. CoRR abs/1509.02533 (2015) - [i1]Kiran Garimella, Gianmarco De Francisci Morales, Aristides Gionis, Michael Mathioudakis:
Exploring Controversy in Twitter. CoRR abs/1512.05550 (2015) - 2014
- [b1]Michael Mathioudakis:
Detecting Prominent Patterns of Activity in Social Media. University of Toronto, Canada, 2014 - 2011
- [c5]Michael Mathioudakis, Francesco Bonchi, Carlos Castillo, Aristides Gionis, Antti Ukkonen:
Sparsification of influence networks. KDD 2011: 529-537 - 2010
- [j1]Michael Mathioudakis, Nilesh Bansal, Nick Koudas:
Identifying, Attributing and Describing Spatial Bursts. Proc. VLDB Endow. 3(1): 1091-1102 (2010) - [c4]Michael Mathioudakis, Nick Koudas:
TwitterMonitor: trend detection over the twitter stream. SIGMOD Conference 2010: 1155-1158 - [c3]Michael Mathioudakis, Nick Koudas, Peter Marbach:
Early online identification of attention gathering items in social media. WSDM 2010: 301-310
2000 – 2009
- 2009
- [c2]Michael Mathioudakis, Nick Koudas:
Efficient identification of starters and followers in social media. EDBT 2009: 708-719 - 2006
- [c1]Michael Mathioudakis, Dimitris Sacharidis, Timos K. Sellis:
A study on workload-aware wavelet synopses for point and range-sum queries. DOLAP 2006: 27-34
Coauthor Index
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