Machine learning and combinatorial optimization, editorial
Di Caro Gianni A., Maniezzo Vittorio, Montemanni Roberto, Salani Matteo
Publications LIst - IDSIA
Publications Full List USI-SUPSI"
301-350, total: 1686
Faster (1 + ϵ)-approximation for unsplittable flow on a path via resource augmentation and back
Grandoni Fabrizio, Mömke Tobias, Wiese Andreas
Improving classification of low-resource COVID-19 literature by using named entity recognition
Lithgow Serrano Oscar, Cornelius Joseph Egerton Fritz Zach, Kanjirangat Vani, Méndez-Cruz Carlos Francisco, Rinaldi Fabio
Editor’s introduction to the special section on the 7th biomedical linked annotation hackathon (Blah7)
Kim Jin Dong, Cohen Kevin Bretonnel, Rinaldi Fabio, Lu Zhiyong, Park Hyun Seok
Approximation algorithms for demand strip packing
Galvez Waldo, Grandoni Fabrizio, Ameli Afrouz Jabal, Khodamoradi Kamyar
Ideal Membership Problem for Boolean Minority and Dual Discriminator
Bharathi Arpitha P., Mastrolilli Palmo Monaldo
On the Cycle Augmentation Problem: Hardness and Approximation Algorithms
Galvez Waldo, Grandoni Fabrizio, Jabal Ameli Afrouz, Sornat Krzysztof
External joint torques estimation for a position-controlled manipulator employing an extended kalman filter
Roveda Loris, Riva Daniele, Bucca Giuseppe, Piga D.
Preferential Bayesian optimisation with skew gaussian processes
Benavoli A., Azzimonti Dario Filippo, Piga D.
An integral architecture for identification of continuous-time state-space LPV models
Mejari Manas, Mavkov Bojan, Forgione Marco, Piga D.
Deep learning with transfer functions: New applications in system identification
Piga D., Forgione Marco, Mejari Manas
Real-time geospatial surveillance of localized emotional stress responses to COVID-19: A proof of concept analysis
Edry Tamar, Maani Nason, Sykora Martin, Elayan Suzanne, Hswen Yulin, Wolf Markus, Rinaldi Fabio, Galea Sandro, Gruebner Oliver
Fully Onboard AI-Powered Human-Drone Pose Estimation on Ultralow-Power Autonomous Flying Nano-UAVs
Palossi Daniele, Zimmerman Nicky, Burrello Alessio, Conti Francesco, Muller Hanna, Gambardella Luca Maria, Benini Luca, Giusti Alessandro, Guzzi Jerome
An Energy-efficient Localization System for Imprecisely Positioned Sensor Nodes with Flying UAVs
Niculescu Vlad, Magno Michele, Palossi Daniele, Benini Luca
Enhancing object detection performance through sensor pose definition with bayesian optimization
Roveda Loris, Maroni Marco, Mazzuchelli Lorenzo, Praolini Loris, Bucca Giuseppe, Piga D.
Improved approximation algorithms for 2-dimensional knapsack: Packing into multiple L-shapes, spirals, and more
Galvez Waldo, Grandoni Fabrizio, Khan Arindam, Ramírez-Romero Diego, Wiese Andreas
A machine learning approach for mortality prediction in COVID-19 pneumonia: Development and evaluation of the Piacenza score
Halasz Geza, Sperti Michela, Villani Matteo, Michelucci Umberto, Agostoni Piergiuseppe, Biagi Andrea, Rossi Luca, Botti Andrea, Mari Chiara, MacCarini Marco, Pura Filippo, Roveda Loris, Nardecchia Alessia, Mottola Emanuele, Nolli Massimo, Salvioni Elisabetta, Mapelli Massimo, Deriu Marco A., Piga D., Piepoli Massimo
Continuous-time system identification with neural networks: Model structures and fitting criteria
Forgione Marco, Piga D.
State-consistency loss for learning spatial perception tasks from partial labels
Nava Mirko, Gambardella L. M., Giusti Alessandro
Machine learning regression for QoT estimation of unestablished lightpaths
Ibrahimi Memedhe, Abdollahi Hatef, Rottondi Cristina, Giusti Alessandro, Ferrari Alessio, Curri Vittorio, Tornatore Massimo
MultiGBS: A multi-layer graph approach to biomedical summarization
Davoodijam Ensieh, Ghadiri Nasser, Lotfi Shahreza Maryam, Rinaldi Fabio
dynoNet: A neural network architecture for learning dynamical systems
Forgione Marco, Piga D.
Sensorless environment stiffness and interaction force estimation for impedance control tuning in robotized interaction tasks
Roveda Loris, Piga D.
Factors associated with cattle necropsy submissions in Switzerland, and their importance for surveillance
Zühlke Irene, Berezowski John, Bodmer Michèle, Küker Susanne, Göhring Anne, Rinaldi Fabio, Faverjon Céline, Gurtner Corinne
Measurement and inspection of electrical discharge machined steel surfaces using deep neural networks
Saeedi Jamal, Dotta Matteo, Galli Andrea, Nasciuti Adriano, Maradia Umang, Boccadoro Marco, Gambardella L. M., Giusti Alessandro
Human–robot collaboration in sensorless assembly task learning enhanced by uncertainties adaptation via Bayesian Optimization
Roveda Loris, Magni Mauro, Cantoni Martina, Piga Dario, Bucca Giuseppe
ADAPQUEST: a software for web-based adaptive questionnaires based on Bayesian networks
Bonesana Claudio, Mangili Francesca, Antonucci Alessandro
Nonlinear Desirability as a Linear Classification Problem
Casanova Arianna, Benavoli Alessio, Zaffalon Marco
The Sure Thing
Zaffalon Marco, Miranda Enrique
The homotopy type of elliptic arrangements
Delucchi Emanuele, Pagaria Roberto
Quantum Indistinguishability through Exchangeable Desirable Gambles
Benavoli Alessio, Facchini Alessandro, Zaffalon Marco
Negation typology and general representation models for cross-lingual zero-shot negation scope resolution in Russian, French, and Spanish
Shaitarova Anastassia, Rinaldi Fabio
Robust Model Checking with Imprecise Markov Reward Models
Termine Alberto, Antonucci Alessandro, Facchini Alessandro, Primiero Giuseppe
Online edge coloring algorithms via the nibble method
Bhattacharya Sayan, Grandoni Fabrizio, Wajc David
Deep self-optimizing artificial intelligence for tactical analysis, training and optimization
Sommer Matthias, Rüegsegger Michael, Szehr Oleg, Del Rio Giacomo
All-Pairs LCA in DAGs: Breaking through the O(n2.5) barrier
Grandoni Fabrizio, Italian Giuseppe F., Łukasiewicz Aleksander, Parotsidis Nikos, Uznański Przemysław
All-pairs LCA in DAGs: Breaking through the O(n2.5) barrier
Grandoni Fabrizio, Italiano Giuseppe F., Łukasiewicz Aleksander, Parotsidis Nikos, Uznański Przemysław
Approaching SMM4H with auto-regressive language models and back-translation
Cornelius Joseph Egerton Fritz Zach, Ellendorff Tilia, Rinaldi Fabio
CREPO: An Open Repository to Benchmark Credal Network Algorithms
Cabañas Rafael, Antonucci Alessandro
Adaptive Design of Experiments for Conservative Estimation of Excursion Sets
Azzimonti Dario Filippo, Ginsbourger David, Chevalier Clément, Bect Julien, Richet Yann
Logic and Model Checking by Imprecise Probabilistic Interpreted Systems
Termine Alberto, Antonucci Alessandro, Primiero Giuseppe, Facchini Alessandro
Sparse Information Filter for Fast Gaussian Process Regression
Kania Lucas, Schürch Manuel Pascal, Azzimonti Dario Filippo, Benavoli Alessio
A Unified Framework for Closed-Form Nonparametric Regression, Classification, Preference and Mixed Problems with Skew Gaussian Processes
Benavoli A., Azzimonti Dario Filippo, Piga D.
Comparison of domain adaptation and active learning techniques for quality of transmission estimation with small-sized training datasets [Invited]
Azzimonti Dario Filippo, Rottondi Cristina, Giusti Alessandro, Tornatore Massimo, Bianco Andrea
On the benefits of domain adaptation techniques for quality of transmission estimation in optical networks
Rottondi Cristina, DI Marino Riccardo, Nava Mirko, Giusti Alessandro, Bianco Andrea
Algebras of Sets and Coherent Sets of Gambles
Casanova Arianna, Kohlas Juerg, Zaffalon Marco
Time Series Forecasting with Gaussian Processes Needs Priors
Corani Giorgio, Benavoli Alessio, Zaffalon Marco
State Space Approximation of Gaussian Processes for Time Series Forecasting
Benavoli Alessio, Corani Giorgio
Cautious Classification with Data Missing Not at Random Using Generative Random Forests
Llerena Julissa Villanueva, Mauá Denis Deratani, Antonucci Alessandro
Information Algebras of Coherent Sets of Gambles in General Possibility Spaces
Kohlas Juerg, Casanova Arianna, Zaffalon Marco