 | Up a level |
Antonucci, Alessandro and Mangili, Francesca and Bonesana, Claudio and Adorni, Giorgia (2021) A new score for adaptive tests in Bayesian and credal networks. In: Symbolic and Quantitative Approaches to Reasoning With Uncertainty.
Azzimonti, Dario Filippo and Ginsbourger, David and Chevalier, Clément and Bect, Julien and Richet, Yann (2021) Adaptive Design of Experiments for Conservative Estimation of Excursion Sets. Technometrics, 63 (1). pp. 13-26. ISSN 0040-1706
Azzimonti, Dario Filippo and Rottondi, Cristina and Giusti, Alessandro and Tornatore, Massimo and Bianco, Andrea (2021) Comparison of domain adaptation and active learning techniques for quality of transmission estimation with small-sized training datasets [Invited]. Journal of Optical Communications and Networking, 13 (1). A56. ISSN 1943-0620
Azzimonti, Laura and Corani, Giorgio and Scutari, Marco (2021) A Bayesian Hierarchical score for structure learning from related data sets. International Journal of Approximate Reasoning.
Benavoli, Alessio and Azzimonti, Dario Filippo and Piga, Dario (2021) A unified framework for closed-form nonparametric regression, classification, preference and mixed problems with Skew Gaussian Processes. Machine Learning, 110 (11-12). pp. 3095-3133. ISSN 0885-6125
Benavoli, Alessio and Corani, Giorgio (2021) State Space approximation of Gaussian Processes for time-series forecasting. In: Proc. Workshop on Advanced Analytics and Learning on Temporal Data, 6th ECML PKDD Workshop, AALTD 2021.
Benavoli, Alessio and Facchini, Alessandro and Zaffalon, Marco (2021) Quantum indistinguishability through exchangeable desirable gambles. In: International Symposium on Imprecise Probability: Theories and Applications.
Benavoli, Alessio and Facchini, Alessandro and Zaffalon, Marco (2021) The weirdness theorem and the origin of quantum paradoxes. Foundations of Physics, 51. pp. 1-39.
Berjano, Pedro and Langella, Francesco and Ventriglia, Luca and Compagnone, Domenico and Barletta, Paolo and Huber, David and Mangili, Francesca and Licandro, Ginevra and Galbusera, Fabio and Cina, Andrea and Bassani, Tito and Lamartina, Claudio and Scaramuzzo, Laura and Bassani, Roberto and Brayda-Bruno, Marco and Villafañe, Jorge Hugo and Monti, Lorenzo and Azzimonti, Laura (2021) The Influence of Baseline Clinical Status and Surgical Strategy on Early Good to Excellent Result in Spinal Lumbar Arthrodesis: A Machine Learning Approach. Journal of Personalized Medicine, 11 (12). p. 1377. ISSN 2075-4426
Bhattacharya, Sayan and Grandoni, Fabrizio and Wajc, David (2021) Online Edge Coloring Algorithms via the Nibble Method. In: Proceedings of the 2021 ACM-SIAM Symposium on Discrete Algorithms (SODA) UNSPECIFIED.
Bonesana, Claudio and Mangili, Francesca and Antonucci, Alessandro (2021) ADAPQUEST: a software for web-based adaptive questionnaires based on Bayesian networks. In: AI4EDU: Artificial Intelligence for Education (@ Ijcai2021).
Corani, Giorgio and Benavoli, Alessio and Zaffalon, Marco (2021) Time series forecasting with Gaussian Processes needs priors. In: European Conference on Machine Learning and Knowledge Discovery in Databases.
Delucchi, Emanuele and Pagaria, Roberto (2021) The homotopy type of elliptic arrangements. Algebraic & Geometric Topology, 21 (4). pp. 2037-2063. ISSN 1472-2747
Derboni, Marco and Salani, Matteo and Rizzoli, Andrea Emilio (2021) Flexible Scheduling of Residential Energy Loads, the Optiflex concept. In: FTAL2021 Conference - Sustainable Smart Cities and Regions, October 28-29 2021, Lugano.
Derboni, Marco and Salani, Matteo and Rizzoli, Andrea Emilio (2021) Flexible Scheduling of Residential Energy Loads, the Optiflex concept. In: Proceedings of the 2nd FTAL Conference 2021 Sustainable Smart Cities and Regions FTAL2021 Conference - Sustainable Smart Cities and Regions, October 28-29 2021, Lugano.
Facchini, Alessandro and Termine, Alberto (2021) Intelligenza artificiale e metodo scientifico: può l'IA sostituire l'intuizione umana nel processo di scoperta scientifica? Rivista teologica di Lugano, 26 (3). pp. 11-28.
G\'lvez, Waldo and Grandoni, Fabrizio and Ameli, Afrouz Jabal and Khodamoradi, Kamyar (2021) Approximation Algorithms for Demand Strip Packing. In: Approximation, Randomization, and Combinatorial Optimization. Algorithms and Techniques, APPROX/RANDOM 2021, August 16-18, 2021, University of Washington, Seattle, Washington, USA (Virtual Conference).
Galvez, Waldo and Grandoni, Fabrizio and Khan, Arindam and Ramirez-Romero, Diego and Wiese, Andreas (2021) Improved Approximation Algorithms for 2-Dimensional Knapsack: Packing into Multiple L-Shapes, Spirals, and More. In: 37th International Symposium on Computational Geometry, SoCG 2021, June 7-11, 2021, Buffalo, NY, USA (Virtual Conference).
Grandoni, Fabrizio and Italian, Giuseppe F. and Łukasiewicz, Aleksander and Parotsidis, Nikos and Uznański, Przemysław (2021) All-Pairs LCA in DAGs: Breaking through the O(n2.5) barrier. In: Proceedings of the 2021 ACM-SIAM Symposium on Discrete Algorithms (SODA) UNSPECIFIED.
Grandoni, Fabrizio and M\"mke, Tobias and Wiese, Andreas (2021) Faster (1+\(ε\))-Approximation for Unsplittable Flow on a Path via Resource Augmentation and Back. In: 29th Annual European Symposium on Algorithms, ESA 2021, September 6-8, 2021, Lisbon, Portugal (Virtual Conference).
Gálvez, Waldo and Grandoni, Fabrizio and Ingala, Salvatore and Heydrich, Sandy and Khan, Arindam and Wiese, Andreas (2021) Approximating Geometric Knapsack via L-packings. ACM Transactions on Algorithms, 17 (4). pp. 1-67. ISSN 1549-6325
Gálvez, Waldo and Grandoni, Fabrizio and Jabal Ameli, Afrouz and Sornat, Krzysztof (2021) On the Cycle Augmentation Problem: Hardness and Approximation Algorithms. Theory of Computing Systems, 65 (6). pp. 985-1008. ISSN 1432-4350
Kania, Lucas and Schürch, Manuel and Azzimonti, Dario Filippo and Benavoli, Alessio (2021) Sparse Information Filter for Fast Gaussian Process Regression. In: Machine Learning and Knowledge Discovery in Databases. Research Track. Springer, pp. 527-542.
Sommer, Matthias and Rüegsegger, Michael and Szehr, Oleg and Del Rio, Giacomo (2021) Deep self-optimizing artificial intelligence for tactical analysis, training and optimization. In: UNSPECIFIED.
Termine, Alberto and Antonucci, Alessandro and Facchini, Alessandro and Primiero, Giuseppe (2021) Robust model checking with imprecise Markov reward models. In: International Symposium on Imprecise Probability: Theories and Applications.
Termine, Alberto and Antonucci, Alessandro and Primiero, Giuseppe and Facchini, Alessandro (2021) Logic and model checking by imprecise probabilistic interpreted systems. In: Multi-Agent Systems: 18th European Conference, EUMAS 2021, Virtual Event, June 28--29, 2021, Revised Selected Papers 18.