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Abboud, Amir and Grandoni, Fabrizio and Williams, Virginia Vassilevska (2014) Subcubic Equivalences Between Graph Centrality Problems, APSP and Diameter. In: Proceedings of the Twenty-Sixth Annual ACM-SIAM Symposium on Discrete Algorithms UNSPECIFIED.
Antonucci, Alessandro and De Campos, Cassio Polpo and Zaffalon, Marco (2014) Probabilistic Graphical Models. Technical Report UNSPECIFIED
Atasoy, Bilge and Salani, Matteo and Bierlaire, Michel (2014) An Integrated Airline Scheduling, Fleeting, and Pricing Model for a Monopolized Market. Computer-Aided Civil and Infrastructure Engineering, 29 (2). pp. 76-90. ISSN 1467-8667
Azzimonti, Laura and Nobile, Fabio and Sangalli, Laura Maria and Secchi, Piercesare (2014) Mixed finite elements for spatial regression with PDE penalization. SIAM/ASA Journal on Uncertainty Quantification, 2 (1). pp. 305-335.
Benavoli, Alessio and Mangili, Francesca and Corani, Giorgio and Zaffalon, Marco and Ruggeri, Fabrizio (2014) A Bayesian Wilcoxon signed-rank test based on the Dirichlet process. In: Proceedings of the 31st International Conference on Machine Learning (ICML 2014).
Chalermsook, Parinya and Grandoni, Fabrizio and Laekhanukit, Bundit (2014) On Survivable Set Connectivity. In: Proceedings of the Twenty-Sixth Annual ACM-SIAM Symposium on Discrete Algorithms UNSPECIFIED.
Corani, Giorgio and Abellán, Joacquin and Masegosa, Andres and Moral, Serafin and Zaffalon, Marco (2014) Classification. In: Augustin, Thomas and Coolen, Frank and De Cooman, Gert and Troffaes, Mattias, (eds.) Introduction to Imprecise Probabilities. Wiley, pp. 261-285.
Corani, Giorgio and Antonucci, Alessandro (2014) Credal Ensembles of Classifiers. Computational Statistics & Data Analysis, 71. pp. 818-831. ISSN 0167-9473
Corani, Giorgio and Antonucci, Alessandro and Mauá, Denis Deratani and Bernaschina, Sandra (2014) Trading off Speed and Accuracy in Multilabel Classification. In: PGM'14: Proceedings of the Seventh European Workshop on Probabilistic Graphical Models PGM'14: Proceedings of the Seventh European Workshop on Probabilistic Graphical Models.
Corani, Giorgio and Mignatti, Andrea (2014) Credal model averaging for classification: representing prior ignorance and expert opinions. International Journal of Approximate Reasoning, 56B. pp. 264-277. ISSN 0888-613X
De Campos, Cassio Polpo and Cuccu, Marco and Corani, Giorgio and Zaffalon, Marco (2014) Extended tree augmented naive classifier. In: PGM'14: Proceedings of the Seventh European Workshop on Probabilistic Graphical Models UNSPECIFIED.
Feo Flushing, Eduardo and Kudelski, Michal and Nagi, Jawad and Gambardella, Luca Maria and Di Caro, Gianni (2014) Poster Abstract: Link Quality Estimation—A Case Study for On-line Supervised Learning in Wireless Sensor Networks. In: Real-World Wireless Sensor Networks 5th Workshop on Real-World Wireless Sensor Networks (REALWSN), September 19-20, 2013, Como Lake, Italy.
Feo Flushing, Eduardo and Gambardella, Luca Maria and Di Caro, Gianni (2014) Collaborative Missions with Heterogeneous Teams: Mathematical Model and Solution Approach. Technical Report UNSPECIFIED
Frank, Mikhail Alexander and Leitner, Juergen and Stollenga, Marijn and Foerster, Alexander Uwe and Schmidhuber, Juergen (2014) Curiosity driven reinforcement learning for motion planning on humanoids. Frontiers in Neurorobotics, 7 (25). ISSN 1662-5218
Giusti, Alessandro and Salani, Matteo and Di Caro, Gianni and Rizzoli, Andrea Emilio and Gambardella, Luca Maria (2014) Restricted neighborhood communication improves decentralized demand-side Load management. IEEE Transactions on Smart Grids, 5 (1). pp. 84-91. ISSN 1949-3053
Giusti, Alessandro and Salani, Matteo and Di Caro, Gianni and Rizzoli, Andrea Emilio and Gambardella, Luca Maria (2014) Restricted neighborhood communication improves decentralized demand-side load management. IEEE Transactions on Smart Grids, 5 (1). pp. 92-101. ISSN 1949-3053
Grandoni, Fabrizio and Krysta, Piotr and Leonardi, Stefano and Ventre, Carmine (2014) Utilitarian Mechanism Design for Multiobjective Optimization. SIAM Journal on Computing, 43 (4). pp. 1263-1290. ISSN 0097-5397
Grandoni, Fabrizio and Ravi, R. and Singh, Mohit and Zenklusen, Rico (2014) New approaches to multi-objective optimization. Mathematical Programming, 146 (1-2). pp. 525-554. ISSN 0025-5610
Gritti Pesenti, Armando and Tarabini, Oscar and Giusti, Alessandro and Guzzi, Jerome and Di Caro, Gianni and Caglioti, Vincenzo and Gambardella, Luca Maria (2014) Perceiving People from a Low-lying Viewpoint. In: Proceedings of the 2014 ACM/IEEE international conference on Human-robot interaction Proceedings of the ACM/IEEE International Conference on Human-robot Interaction, 03 March - 06 March 2014, Bielefeld.
Mastromatteo, Fabio and Montemanni, Roberto and Gambardella, Luca Maria and Rizzoli, Andrea Emilio (2014) An exact algorithm for the k-robust shortest paths problem with interval data. Journal of Applied Operations Research, 6 (2). pp. 124-133. ISSN 1735-8523 (In Press)
Rivola, Davide and Baggi, Shalako and Giusti, Alessandro and Rudel, Roman (2014) The Swiss2Grid Home: a test facility for residential households decentralized load management algorithm. In: 12. Nationale Photovoltaik Tagung.
Rivola, Davide and Giusti, Alessandro and Medici, Vasco and Salani, Matteo and Rizzoli, Andrea Emilio and Rudel, Roman and Gambardella, Luca Maria (2014) The Swiss2Grid Project - Evaluation of a Decentralized Household Load Management System with Limited Communication Requirements. In: BRENET - 18. Status-Seminar «Forschen für den Bau im Kontext von Energie und Umwelt», 4-5.09.2014, Zürich, Switzerland.
Rivola, Davide and Medici, Vasco and Giusti, Alessandro and Rudel, Roman (2014) A Residential Smart Grid Facility for Testing and Evaluation of Decentralized Load Management Strategies. In: EUPVSEC 2014, 29th European PV Solar Energy Conference, 20-25.09.2014, Amsterdam, The Netherlands. (In Press)
Schmidhuber, Juergen (2014) Deep Learning in Neural Networks: An Overview. Technical Report UNSPECIFIED
Zaffalon, Marco and Corani, Giorgio (2014) Comments on “Imprecise probability models for learning multinomial distributions from data. Applications to learning credal networks” by Andrés R. Masegosa and Serafín Moral. International Journal of Approximate Reasoning, 55 (7). pp. 1597-1600. ISSN 0888-613X (In Press)