Data Mining Algorithms in Practice

On Additive Approximate Submodularity

Autori: Chierichetti, Flavio; Dasgupta, Anirban; Kumar, Ravi
Pubblicato in: Numero 1, 2020
Editore: Arxiv

Autori: Marco Bressan, Stefano Leucci, Alessandro Panconesi
Pubblicato in: Proceedings of the VLDB Endowment, Numero 12/11, 2019, Pagina/e 1651-1663, ISSN 2150-8097
Editore: VLDB
DOI: 10.14778/3342263.3342640

Rumor Spreading and Conductance

Autori: Flavio Chierichetti, George Giakkoupis, Silvio Lattanzi, Alessandro Panconesi
Pubblicato in: Journal of the ACM, Numero 65/4, 2018, Pagina/e 1-21, ISSN 0004-5411
Editore: Association for Computing Machinary, Inc.
DOI: 10.1145/3173043

Motif Counting Beyond Five Nodes

Autori: Marco Bressan, Flavio Chierichetti, Ravi Kumar, Stefano Leucci, Alessandro Panconesi
Pubblicato in: ACM Transactions on Knowledge Discovery from Data, Numero 20/2, 2018, Pagina/e 1-25, ISSN 1556-4681
Editore: Special Interest Group on Computer Graphics, Association for Computing Machinery
DOI: 10.1145/3186586

Mallows Models for Top-k Lists

Autori: Flavio Chierichetti, Anirban Dasgupta, Shahrzad Haddadan, Ravi Kumar, Silvio Lattanzi
Pubblicato in: Advances in Neural Information Processing Systems 31 (NeurIPS 2018), Numero 2018, 2018
Editore: Edited by: S. Bengio and H. Wallach and H. Larochelle and K. Grauman and N. Cesa-Bianchi and R. Garnett

Asymptotic Behavior of Sequence Models

Autori: Flavio Chierichetti, Ravi Kumar, Andrew Tomkins
Pubblicato in: Proceedings of The Web Conference 2020, 2020, Pagina/e 2824-2830, ISBN 9781450370233
Editore: ACM
DOI: 10.1145/3366423.3380044

MaxHedge: Maximising a Maximum Online

Autori: Stephen Pasteris, Fabio Vitale, Kevin Chan, Shiqiang Wang, Mark Herbster
Pubblicato in: "International Conference on Artificial Intelligence and Statistics, Apr 2019, Naha, Okinawa, Japan. ⟨10.11843⟩", Numero 3, 2019
Editore: MLR

On Similarity Prediction and Pairwise Clustering

Autori: S. Pasteris, Fabio Vitale, C. Gentile, M. Herbster
Pubblicato in: ALT 2018 - 29th International Conference on Algorithmic Learning Theory, Apr 2018, Lanzarote, Spain. 83, pp.1 - 28, 2018, Numero 10, 2019
Editore: JMLR

Fair Clustering Through Fairlets

Autori: Flavio Chierichetti, Ravi Kumar, Silvio Lattanzi, Sergei Vassilvitskii
Pubblicato in: Advances in Neural Information Processing Systems, Numero 30, 2017
Editore: Curran Associates, Inc.

Discrete Choice, Permutations, and Reconstruction

Autori: Flavio Chierichetti, Ravi Kumar, Andrew Tomkins
Pubblicato in: SODA, 2018, Pagina/e 576-586
Editore: Society for Industrial and Applied Mathematics
DOI: 10.1137/1.9781611975031.38

On the Complexity of Sampling Vertices Uniformly from a Graph

Autori: Flavio Chierichetti, Shahrzad Haddadan
Pubblicato in: Proceedings of 45th International Colloquium on Automata, Languages, and Programming (ICALP 2018), Numero 2018, 2018
Editore: Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik
DOI: 10.4230/LIPIcs.ICALP.2018.149

Learning a Mixture of Two Multinomial Logits

Autori: Flavio Chierichetti, Ravi Kumar, Andrew Tomkins
Pubblicato in: ICML, 2018
Editore: PMLR

The Distortion of Locality Sensitive Hashing

Autori: Flavio Chierichetti, Ravi Kumar, Alessandro Panconesi, Erisa Terolli
Pubblicato in: Proceedings of the 8th Innovations in Theoretical Computer Science Conference (ITCS 2017), Numero 2017, 2017
Editore: Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik
DOI: 10.4230/LIPIcs.ITCS.2017.54

Songs of a Future Past - An Experimental Study of Online Persuaders

Autori: Marzia Antenore, Alessandro Panconesi, Erisa Terolli
Pubblicato in: Proceedings of the International AAAI Conference on Web and Social Media, Numero 2018, 2018
Editore: Association for the Advancement of Artificial Intelligence

Counting Graphlets - Space vs Time

Autori: Marco Bressan, Flavio Chierichetti, Ravi Kumar, Stefano Leucci, Alessandro Panconesi
Pubblicato in: Proceedings of the Tenth ACM International Conference on Web Search and Data Mining - WSDM '17, 2017, Pagina/e 557-566, ISBN 9781-450346757
Editore: ACM Press
DOI: 10.1145/3018661.3018732

On Sampling Nodes in a Network

Autori: Flavio Chiericetti, Anirban Dasgupta, Ravi Kumar, Silvio Lattanzi, Tamás Sarlós
Pubblicato in: Proceedings of the 25th International Conference on World Wide Web - WWW '16, 2016, Pagina/e 471-481, ISBN 9781-450341431
Editore: ACM Press
DOI: 10.1145/2872427.2883045

The Limits of Popularity-Based Recommendations, and the Role of Social Ties

Autori: Marco Bressan, Stefano Leucci, Alessandro Panconesi, Prabhakar Raghavan, Erisa Terolli
Pubblicato in: Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining - KDD '16, 2016, Pagina/e 745-754, ISBN 9781-450342322
Editore: ACM Press
DOI: 10.1145/2939672.2939797

On the Power Laws of Language - Word Frequency Distributions

Autori: Flavio Chierichetti, Ravi Kumar, Bo Pang
Pubblicato in: Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval - SIGIR '17, 2017, Pagina/e 385-394, ISBN 9781-450350228
Editore: ACM Press
DOI: 10.1145/3077136.3080821

Algorithms for ℓp Low-Rank Approximation

Autori: Flavio Chierichetti, Sreenivas Gollapudi, Ravi Kumar, Silvio Lattanzi, Rina Panigrahy, David P. Woodruff
Pubblicato in: Proceedings of the 34th International Conference on Machine Learning, Numero PMLR 70, 2017, Pagina/e 806-814
Editore: MLR Press

A Reduction for Efficient LDA Topic Reconstruction

Autori: Matteo Almanza, Flavio Chierichetti, Alessandro Panconesi, Andrea Vattani
Pubblicato in: Advances in Neural Information Processing Systems 31 (NeurIPS 2018), Numero 2018, 2018
Editore: Edited by: S. Bengio and H. Wallach and H. Larochelle and K. Grauman and N. Cesa-Bianchi and R. Garnett

Matroids, Matchings, and Fairness

Autori: Flavio Chierichetti, Ravi Kumar, Silvio Lattanzi, Sergei Vassilvtiskii
Pubblicato in: Proceedings of Machine Learning Research, Numero 89, 2019, Pagina/e 2212-2220
Editore: MLR

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