Soft regression trees: a model variant and a decomposition training algorithm - Antonio Consolo; Edoardo Amaldi; Andrea Manno (CoRR, 2025)

Soft decision trees for survival analysis - Antonio Consolo; Edoardo Amaldi; Emilio Carrizosa (CoRR, 2025)

On multivariate randomized classification trees: l0-based sparsity, VC dimension and decomposition methods - Edoardo Amaldi; Antonio Consolo; Andrea Manno (Comput. Oper. Res., 2023)

A Path Relinking Method for the Joint Online Scheduling and Capacity Allocation of DL Training Workloads in GPU as a Service Systems - Federica Filippini; Marco Lattuada; Michele Ciavotta; Arezoo Jahani; Danilo Ardagna; Edoardo Amaldi (IEEE Trans. Serv. Comput., 2023)

ANDREAS: Artificial intelligence traiNing scheDuler foR accElerAted resource clusterS - Federica Filippini; Danilo Ardagna; Marco Lattuada; Edoardo Amaldi; Maciek Riedl; Katarzyna Materka; Pawel Skrzypek; Michele Ciavotta; Fabrizio Magugliani; Marco Cicala (8th International Conference on Future Internet of Things and Cloud, FiCloud 2021, Rome, Italy, August 23-25, 2021, 2021)

ANDREAS: Artificial intelligence traiNing scheDuler foR accElerAted resource clusterS - Federica Filippini; Danilo Ardagna; Marco Lattuada; Edoardo Amaldi; Michele Ciavotta; Maciek Riedl; Katarzyna Materka; Pawel Skrzypek; Fabrizio Magugliani; Marco Cicala (CoRR, 2021)

On multivariate randomized classification trees: l\(_0\)-based sparsity, VC dimension and decomposition methods - Edoardo Amaldi; Antonio Consolo; Andrea Manno (CoRR, 2021)

Elastic Traffic Engineering Subject to a Fair Bandwidth Allocation via Bilevel Programming - Stefano Coniglio; Luca Giovanni Gianoli; Edoardo Amaldi; Antonio Capone (IEEE/ACM Trans. Netw., 2020)

Hierarchical Scheduling in on-demand GPU-as-a-Service Systems - Federica Filippini; Marco Lattuada; Arezoo Jahani; Michele Ciavotta; Danilo Ardagna; Edoardo Amaldi (22nd International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, SYNASC 2020, Timisoara, Romania, September 1-4, 2020, 2020)

Optimizing on-demand GPUs in the Cloud for Deep Learning Applications Training - Arezoo Jahani; Marco Lattuada; Michele Ciavotta; Danilo Ardagna; Edoardo Amaldi; Li Zhang (2019 4th International Conference on Computing, Communications and Security (ICCCS), Rome, Italy, October 10-12, 2019, 2019)

Discrete optimization methods to fit piecewise affine models to data points - Edoardo Amaldi; Stefano Coniglio; Leonardo Taccari (Comput. Oper. Res., 2016)

On the computational complexity of the virtual network embedding problem - Edoardo Amaldi; Stefano Coniglio; Arie M. C. A. Koster; Martin Tieves (Electron. Notes Discret. Math., 2016)

Metaheuristics for a job scheduling problem with smoothing costs relevant for the car industry - Jean Respen; Nicolas Zufferey; Edoardo Amaldi (Networks, 2016)

PGS-COM: A hybrid method for constrained non-smooth black-box optimization problems: Brief review, novel algorithm and comparative evaluation - Emanuele Martelli; Edoardo Amaldi (Comput. Chem. Eng., 2014)

Coordinated cutting plane generation via multi-objective separation - Edoardo Amaldi; Stefano Coniglio; Stefano Gualandi (Math. Program., 2014)

Maximum Throughput Network Routing Subject to Fair Flow Allocation - Edoardo Amaldi; Stefano Coniglio; Leonardo Taccari (Combinatorial Optimization - Third International Symposium, ISCO 2014, Lisbon, Portugal, March 5-7, 2014, Revised Selected Papers, 2014)

Energy-aware IP traffic engineering with shortest path routing - Edoardo Amaldi; Antonio Capone; Luca Giovanni Gianoli (Comput. Networks, 2013)

A two-phase heuristic for the bottleneck k-hyperplane clustering problem - Edoardo Amaldi; Kanika Dhyani; Leo Liberti (Comput. Optim. Appl., 2013)

On single-path network routing subject to max-min fair flow allocation - Edoardo Amaldi; Stefano Coniglio; Luca Giovanni Gianoli; Can Umut Ileri (Electron. Notes Discret. Math., 2013)

A distance-based point-reassignment heuristic for the k-hyperplane clustering problem - Edoardo Amaldi; Stefano Coniglio (Eur. J. Oper. Res., 2013)

Network Optimization Problems Subject to Max-Min Fair Flow Allocation - Edoardo Amaldi; Antonio Capone; Stefano Coniglio; Luca Giovanni Gianoli (IEEE Commun. Lett., 2013)

Column Generation for the Minimum Hyperplanes Clustering Problem - Edoardo Amaldi; Kanika Dhyani; Alberto Ceselli (INFORMS J. Comput., 2013)

In memoriam of Francesco Maffioli (1941-2012) - Edoardo Amaldi; Federico Malucelli (Int. Trans. Oper. Res., 2013)

Multi-clock domain optimization for reconfigurable architectures in high-level dataflow applications - Simone Casale Brunet; Endri Bezati; Claudio Alberti; Marco Mattavelli; Edoardo Amaldi; Jörn W. Janneck (2013 Asilomar Conference on Signals, Systems and Computers, Pacific Grove, CA, USA, November 3-6, 2013, 2013)

Energy-aware traffic engineering with elastic demands and MMF bandwidth allocation - Edoardo Amaldi; Antonio Capone; Stefano Coniglio; Luca Giovanni Gianoli (IEEE 18th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, CAMAD 2013, Berlin, Germany, September 25-27, 2013, 2013)

Cost-aware optimization models for communication networks with renewable energy sources - Giulio Betti; Edoardo Amaldi; Antonio Capone; Giulia Ercolani (2013 Proceedings IEEE INFOCOM Workshops, Turin, Italy, April 14-19, 2013, 2013)

Cost-aware optimization models for communication networks with renewable energy sources - Giulio Betti; Edoardo Amaldi; Antonio Capone; Giulia Ercolani (Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013)

Optimizing the placement of anchor nodes in RSS-based indoor localization systems - Alessandro Redondi; Edoardo Amaldi (The 12th Annual Mediterranean Ad Hoc Networking Workshop, MED-HOC-NET 2013, Ajaccio, France, June 24-26, 2013, 2013)

Partitioning and optimization of high level stream applications for multi clock domain architectures - Simone Casale Brunet; Endri Bezati; Claudio Alberti; Marco Mattavelli; Edoardo Amaldi; Jörn W. Janneck (IEEE Workshop on Signal Processing Systems, SiPS 2013, Taipei City, Taiwan, October 16-18, 2013, 2013)

Hyperbolic set covering problems with competing ground-set elements - Edoardo Amaldi; Sandro Bosio; Federico Malucelli (Math. Program., 2012)

Design of Wireless Sensor Networks for Mobile Target Detection - Edoardo Amaldi; Antonio Capone; Matteo Cesana; Ilario Filippini (IEEE/ACM Trans. Netw., 2012)

k-Piecewise Affine Model Fitting: Heuristics Based on Multiway Linear Classification - Edoardo Amaldi; Stefano Coniglio; Leonardo Taccari (11th Cologne-Twente Workshop on Graphs and Combinatorial Optimization, Munich, Germany, May 29-31, 2012. Extended Abstracts, 2012)

Numerical optimization of heat recovery steam cycles: Mathematical model, two-stage algorithm and applications - Emanuele Martelli; Edoardo Amaldi; Stefano Consonni (Comput. Chem. Eng., 2011)

On the approximability of the minimum strictly fundamental cycle basis problem - Giulia Galbiati; Romeo Rizzi; Edoardo Amaldi (Discret. Appl. Math., 2011)

Solving Nonlinear Covering Problems Arising in WLAN Design - Edoardo Amaldi; Sandro Bosio; Federico Malucelli; Di Yuan (Oper. Res., 2011)

Ectropy of diversity measures for populations in Euclidean space - Bakir Lacevic; Edoardo Amaldi (Inf. Sci., 2011)

On minimum reload cost paths, tours, and flows - Edoardo Amaldi; Giulia Galbiati; Francesco Maffioli (Networks, 2011)

Formulations and heuristics for the k-Piecewise Affine Model Fitting problem - Edoardo Amaldi; Stefano Coniglio; Leonardo Taccari (Proceedings of the 10th Cologne-Twente Workshop on graphs and combinatorial optimization. Extended Abstracts, Villa Mondragone, Frascati, Italy, June 14-16, 2011, 2011)

On cycle bases with limited edge overlap - Edoardo Amaldi; Claudio Iuliano; Romeo Rizzi (Proceedings of the 10th Cologne-Twente Workshop on graphs and combinatorial optimization. Extended Abstracts, Villa Mondragone, Frascati, Italy, June 14-16, 2011, 2011)

On the Hazmat Transport Network Design Problem - Edoardo Amaldi; Maurizio Bruglieri; Bernard Fortz (Network Optimization - 5th International Conference, INOC 2011, Hamburg, Germany, June 13-16, 2011. Proceedings, 2011)

A MILP-Based Heuristic for Energy-Aware Traffic Engineering with Shortest Path Routing - Edoardo Amaldi; Antonio Capone; Luca Giovanni Gianoli; Luca Mascetti (Network Optimization - 5th International Conference, INOC 2011, Hamburg, Germany, June 13-16, 2011. Proceedings, 2011)

Energy management in IP traffic engineering with Shortest Path routing - Edoardo Amaldi; Antonio Capone; Luca Giovanni Gianoli; Luca Mascetti (12th IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks, WOWMOM 2011, Lucca, Italy, 20-24 June, 2011, 2011)

On population diversity measures in Euclidean space - Bakir Lacevic; Edoardo Amaldi (Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2010, Barcelona, Spain, 18-23 July 2010, 2010)

On Finding a Minimum Weight Cycle Basis with Cycles of Bounded Length - Edoardo Amaldi; Bernard Fortz; Claudio Iuliano (9th Cologne-Twente Workshop on Graphs and Combinatorial Optimization, Cologne, Germany, May 25-27, 2010. Extended Abstracts, 2010)

Efficient Deterministic Algorithms for Finding a Minimum Cycle Basis in Undirected Graphs - Edoardo Amaldi; Claudio Iuliano; Romeo Rizzi (Integer Programming and Combinatorial Optimization, 14th International Conference, IPCO 2010, Lausanne, Switzerland, June 9-11, 2010. Proceedings, 2010)

Improving Cutting Plane Generation with 0-1 Inequalities by Bi-criteria Separation - Edoardo Amaldi; Stefano Coniglio; Stefano Gualandi (Experimental Algorithms, 9th International Symposium, SEA 2010, Ischia Island, Naples, Italy, May 20-22, 2010. Proceedings, 2010)

Edge-swapping algorithms for the minimum fundamental cycle basis problem - Edoardo Amaldi; Leo Liberti; Francesco Maffioli; Nelson Maculan (Math. Methods Oper. Res., 2009)

k-Hyperplane Clustering Problem: Column Generation and a Metaheuristic - Edoardo Amaldi; Stefano Coniglio; Kanika Dhyani (Proceedings of the 8th Cologne-Twente Workshop on Graphs and Combinatorial Optimization, CTW 2009, Paris, France, June 2-4 2009, 2009)

Breaking the O(m\(^2\)n) Barrier for Minimum Cycle Bases - Edoardo Amaldi; Claudio Iuliano; Tomasz Jurkiewicz; Kurt Mehlhorn; Romeo Rizzi (Algorithms - ESA 2009, 17th Annual European Symposium, Copenhagen, Denmark, September 7-9, 2009. Proceedings, 2009)

On the Consolidation of Data-Centers with Performance Constraints - Jonatha Anselmi; Paolo Cremonesi; Edoardo Amaldi (Architectures for Adaptive Software Systems, 5th International Conference on the Quality of Software Architectures, QoSA 2009, East Stroudsburg, PA, USA, June 24-26, 2009, Proceedings, 2009)

Optimization models and methods for planning wireless mesh networks - Edoardo Amaldi; Antonio Capone; Matteo Cesana; Ilario Filippini; Federico Malucelli (Comput. Networks, 2008)

A two-phase relaxation-based heuristic for the maximum feasible subsystem problem - Edoardo Amaldi; Maurizio Bruglieri; Giuliano Casale (Comput. Oper. Res., 2008)

Radio planning and coverage optimization of 3G cellular networks - Edoardo Amaldi; Antonio Capone; Federico Malucelli (Wirel. Networks, 2008)

On minimum reload cost paths, tours and flows - Edoardo Amaldi; Giulia Galbiati; Francesco Maffioli (Seventh Cologne Twente Workshop on Graphs and Combinatorial Optimization, gargano, Italy, 13-15 May, 2008, 2008)

Column Generation for the Minimum Hyperplanes Clustering Problem - Edoardo Amaldi; Alberto Ceselli; Kanika Dhyani (Seventh Cologne Twente Workshop on Graphs and Combinatorial Optimization, gargano, Italy, 13-15 May, 2008, 2008)

Coverage planning of Wireless Sensors for mobile target detection - Edoardo Amaldi; Antonio Capone; Matteo Cesana; Ilario Filippini (IEEE 5th International Conference on Mobile Adhoc and Sensor Systems, MASS 2008, 29 September - 2 October 2008, Atlanta, Georgia, USA, 2008)

Service Consolidation with End-to-End Response Time Constraints - Jonatha Anselmi; Edoardo Amaldi; Paolo Cremonesi (34th Euromicro Conference on Software Engineering and Advanced Applications, SEAA 2008, September 3-5, 2008, Parma, Italy, 2008)

Provisioning virtual private networks under traffic uncertainty - Aysegül Altin; Edoardo Amaldi; Pietro Belotti; Mustafa Ç. Pinar (Networks, 2007)

Optimization Models for the Radio Planning of Wireless Mesh Networks - Edoardo Amaldi; Antonio Capone; Matteo Cesana; Federico Malucelli (NETWORKING 2007. Ad Hoc and Sensor Networks, Wireless Networks, Next Generation Internet, 6th International IFIP-TC6 Networking Conference, Atlanta, GA, USA, May 14-18, 2007, Proceedings, 2007)

Optimizing base station location and configuration in UMTS networks - Edoardo Amaldi; Pietro Belotti; Antonio Capone; Federico Malucelli (Ann. Oper. Res., 2006)

Optimization Problems and Models for Planning Cellular Networks - Edoardo Amaldi; Antonio Capone; Federico Malucelli; Carlo Mannino (Handbook of Optimization in Telecommunications, 2006)

Boundedness Theorems for the Relaxation Method - Edoardo Amaldi; Raphael Hauser (Math. Oper. Res., 2005)

Randomized Relaxation Methods for the Maximum Feasible Subsystem Problem - Edoardo Amaldi; Pietro Belotti; Raphael Hauser (Integer Programming and Combinatorial Optimization, 11th International IPCO Conference, Berlin, Germany, June 8-10, 2005, Proceedings, 2005)

Virtual Private Network Design Under Traffic Uncertainty - Aysegül Altin; Edoardo Amaldi; Pietro Belotti; Mustafa Ç. Pinar (Electron. Notes Discret. Math., 2004)

Algorithms for finding minimum fundamental cycle bases in graphs - Edoardo Amaldi; Leo Liberti; Francesco Maffioli; Nelson Maculan (Electron. Notes Discret. Math., 2004)

Virtual Private Network Design Under Traffic Uncertainty - Aysegül Altin; Edoardo Amaldi; Pietro Belotti; Mustafa Ç. Pinar (CTW04 Workshop on Graphs and Combinatorial Optimization, Scientific Program, Villa Vigoni, Menaggio (CO), Italy, 31st May to 2nd June 2004, 2004)

Algorithms for Finding Minimum Fundamental Cycle Bases in Graphs - Edoardo Amaldi; Leo Liberti; Francesco Maffioli (CTW04 Workshop on Graphs and Combinatorial Optimization, Scientific Program, Villa Vigoni, Menaggio (CO), Italy, 31st May to 2nd June 2004, 2004)

Algorithms for WLAN Coverage Planning - Edoardo Amaldi; Antonio Capone; Matteo Cesana; Luigi Fratta; Federico Malucelli (Wireless Systems and Mobility in Next Generation Internet, First International Workshop of the EURO-NGI Network of Excellence, Dagstuhl Castle, Germany, June 7-9, 2004, Revised Selected Papers, 2004)

Optimizing WLAN radio coverage - Edoardo Amaldi; Antonio Capone; Matteo Cesana; Federico Malucelli (Proceedings of IEEE International Conference on Communications, ICC 2004, Paris, France, 20-24 June 2004, 2004)

Optimization of packet scheduling in wireless systems with smart antennas: geometric models and algorithms - Edoardo Amaldi; Antonio Capone; Federico Malucelli; Gianluca Villa (Proceedings of IEEE International Conference on Communications, ICC 2004, Paris, France, 20-24 June 2004, 2004)

Efficient Edge-Swapping Heuristics for Finding Minimum Fundamental Cycle Bases - Edoardo Amaldi; Leo Liberti; Nelson Maculan; Francesco Maffioli (Experimental and Efficient Algorithms, Third International Workshop, WEA 2004, Angra dos Reis, Brazil, May 25-28, 2004, Proceedings, 2004)

Discrete models and algorithms for packet scheduling in smart antennas - Edoardo Amaldi; Antonio Capone; Federico Malucelli (Electron. Notes Discret. Math., 2003)

On the maximum feasible subsystem problem, IISs and IIS-hypergraphs - Edoardo Amaldi; Marc E. Pfetsch; Leslie E. Trotter Jr. (Math. Program., 2003)

Planning UMTS base station location: optimization models with power control and algorithms - Edoardo Amaldi; Antonio Capone; Federico Malucelli (IEEE Trans. Wirel. Commun., 2003)

Radio Planning and Optimization of W-CDMA Systems - Edoardo Amaldi; Antonio Capone; Federico Malucelli; Francesco Signori (Personal Wireless Communications, IFIP-TC6 8th International Conference, PWC 2003, Venice, Italy, September 23-25, 2003, Proceedings, 2003)

On the Approximability of the Minimum Fundamental Cycle Basis Problem - Giulia Galbiati; Edoardo Amaldi (Approximation and Online Algorithms, First International Workshop, WAOA 2003, Budapest, Hungary, September 16-18, 2003, Revised Papers, 2003)

Optimization models and algorithms for downlink UMTS radio planning - Edoardo Amaldi; Antonio Capone; Federico Malucelli; Francesco Signori (2003 IEEE Wireless Communications and Networking, WCNC 2003, New Orleans, LA, USA, 16-20 March, 2003, 2003)

The MIN PFS problem and piecewise linear model estimation - Edoardo Amaldi; Marco Mattavelli (Discret. Appl. Math., 2002)

Optimizing UMTS radio coverage via base station configuration - Edoardo Amaldi; Antonio Capone; Federico Malucelli (The 13th IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, Lisboa, Portugal, September 15-18, 2002, 2002)

Discrete models and algorithms for the capacitated location problems arising in UMTS network planning - Edoardo Amaldi; Antonio Capone; Federico Malucelli (Proceedings of the 5th International Workshop on Discrete Algorithms and Methods for Mobile Computing and Communications (DIAL-M 2001), Rome, Italy, July 21, 2001, 2001)

Fast Line Detection Algorithms Based on Combinatorial Optimization - Marco Mattavelli; Vincent Noel; Edoardo Amaldi (Visual Form 2001, 4th International Workshop on Visual Form, IWVF-4, Capri, Italy, May 28-30, 2001, Proceedings, 2001)

Improved models and algorithms for UMTS radio planning - Edoardo Amaldi; Antonio Capone; Federico Malucelli (Proceedings of the 54th IEEE Vehicular Technology Conference, VTC Fall 2001, 7-11 October 2001, Atlantic City, New Jersey, USA, 2001)

A New Approach for Fast Line Detection Based on Combinatorial Optimization - Marco Mattavelli; Vincent Noel; Edoardo Amaldi (1oth International Conference on Image Analysis and Processing (ICIAP 1999), 27-29 September 1999, Venice, Italy, 1999)

Some Structural and Algorithmic Properties of the Maximum Feasible Subsystem Problem - Edoardo Amaldi; Marc E. Pfetsch; Leslie E. Trotter Jr. (Integer Programming and Combinatorial Optimization, 7th International IPCO Conference, Graz, Austria, June 9-11, 1999, Proceedings, 1999)

On the Approximability of Minimizing Nonzero Variables or Unsatisfied Relations in Linear Systems - Edoardo Amaldi; Viggo Kann (Theor. Comput. Sci., 1998)

An Efficient Line Detection Algorithm based on a New Combinatorial Optimization Formulation - Marco Mattavelli; Vincent Noel; Edoardo Amaldi (Proceedings of the 1998 IEEE International Conference on Image Processing, ICIP-98, Chicago, Illinois, USA, October 4-7, 1998, 1998)

Two Constructive Methods for Designing Compact Feedforward Networks of Threshold Units - Edoardo Amaldi; Bertrand Guenin (Int. J. Neural Syst., 1997)

A Perceptron-Based Approach to Piecewise Linear Modeling with an Application to Time Series - Marco Mattavelli; Edoardo Amaldi; Jean-Marc Vesin (Artificial Neural Networks - ICANN '97, 7th International Conference, Lausanne, Switzerland, October 8-10, 1997, Proceedings, 1997)

Estimating piecewise linear models using combinatorial optimization techniques - Marco Mattavelli; Edoardo Amaldi (8th European Signal Processing Conference, EUSIPCO 1996, Trieste, Italy, 10-13 September, 1996, 1996)

On the approximability of some NP-hard minimization problems for linear systems - Edoardo Amaldi; Viggo Kann (Electron. Colloquium Comput. Complex., 1996)

The Complexity and Approximability of Finding Maximum Feasible Subsystems of Linear Relations - Edoardo Amaldi; Viggo Kann (Theor. Comput. Sci., 1995)

A Review of Combinatorial Problems Arising in Feedforward Neural Network Design - Edoardo Amaldi; Eddy Mayoraz; Dominique de Werra (Discret. Appl. Math., 1994)

On the Approximability of Finding Maximum Feasible Subsystems of Linear Systems - Edoardo Amaldi; Viggo Kann (STACS 94, 11th Annual Symposium on Theoretical Aspects of Computer Science, Caen, France, February 24-26, 1994, Proceedings, 1994)

Computing optical flow across multiple scales: An adaptive coarse-to-fine strategy - Roberto Battiti; Edoardo Amaldi; Christof Koch (Int. J. Comput. Vis., 1991)