Edoardo Amaldi

98 papers A* 1A 2B 10C 14Misc 3Journal 49Unranked 18
YearRankTypeTitle / Venue / Authors
2026 J jnl
Binary kernel logistic regression: A sparsity-inducing formulation and a convergent decomposition training algorithm.
Comput. Oper. Res.
Antonio Consolo, Andrea Manno, Edoardo Amaldi
2026 J jnl
Soft decision trees for survival analysis.
Eur. J. Oper. Res.
Antonio Consolo, Edoardo Amaldi, Emilio Carrizosa
2026 J jnl
Soft regression trees: A model variant and a decomposition training algorithm.
Eur. J. Oper. Res.
Antonio Consolo, Edoardo Amaldi, Andrea Manno
2025 J jnl
Binary Kernel Logistic Regression: a sparsity-inducing formulation and a convergent decomposition training algorithm.
CoRR
Antonio Consolo, Andrea Manno, Edoardo Amaldi
2025 J jnl
Soft decision trees for survival analysis.
CoRR
Antonio Consolo, Edoardo Amaldi, Emilio Carrizosa
2025 J jnl
Soft regression trees: a model variant and a decomposition training algorithm.
CoRR
Antonio Consolo, Edoardo Amaldi, Andrea Manno
2023 J jnl
A Path Relinking Method for the Joint Online Scheduling and Capacity Allocation of DL Training Workloads in GPU as a Service Systems.
IEEE Trans. Serv. Comput.
Federica Filippini, Marco Lattuada, Michele Ciavotta, Arezoo Jahani, Danilo Ardagna, Edoardo Amaldi
2023 J jnl
On multivariate randomized classification trees: l0-based sparsity, VC dimension and decomposition methods.
Comput. Oper. Res.
Edoardo Amaldi, Antonio Consolo, Andrea Manno
2021 — conf
ANDREAS: Artificial intelligence traiNing scheDuler foR accElerAted resource clusterS.
FiCloud
Federica Filippini, Danilo Ardagna, Marco Lattuada, Edoardo Amaldi, Maciek Riedl, Katarzyna Materka, Pawel Skrzypek, Michele Ciavotta, Fabrizio Magugliani, Marco Cicala
2021 J jnl
ANDREAS: Artificial intelligence traiNing scheDuler foR accElerAted resource clusterS.
CoRR
Federica Filippini, Danilo Ardagna, Marco Lattuada, Edoardo Amaldi, Michele Ciavotta, Maciek Riedl, Katarzyna Materka, Pawel Skrzypek, Fabrizio Magugliani, Marco Cicala
2021 J jnl
On multivariate randomized classification trees: l
CoRR
Edoardo Amaldi, Antonio Consolo, Andrea Manno
2020 J jnl
Elastic Traffic Engineering Subject to a Fair Bandwidth Allocation via Bilevel Programming.
IEEE/ACM Trans. Netw.
Stefano Coniglio, Luca Giovanni Gianoli, Edoardo Amaldi, Antonio Capone
2020 Misc conf
Hierarchical Scheduling in on-demand GPU-as-a-Service Systems.
SYNASC
Federica Filippini, Marco Lattuada, Arezoo Jahani, Michele Ciavotta, Danilo Ardagna, Edoardo Amaldi
2019 — conf
Optimizing on-demand GPUs in the Cloud for Deep Learning Applications Training.
ICCCS
Arezoo Jahani, Marco Lattuada, Michele Ciavotta, Danilo Ardagna, Edoardo Amaldi, Li Zhang
2016 J jnl
Discrete optimization methods to fit piecewise affine models to data points.
Comput. Oper. Res.
Edoardo Amaldi, Stefano Coniglio, Leonardo Taccari
2016 J jnl
Metaheuristics for a job scheduling problem with smoothing costs relevant for the car industry.
Networks
Jean Respen, Nicolas Zufferey, Edoardo Amaldi
2016 J jnl
On the computational complexity of the virtual network embedding problem.
Electron. Notes Discret. Math.
Edoardo Amaldi, Stefano Coniglio, Arie M. C. A. Koster, Martin Tieves
2014 J jnl
Coordinated cutting plane generation via multi-objective separation.
Math. Program.
Edoardo Amaldi, Stefano Coniglio, Stefano Gualandi
2014 C conf
Maximum Throughput Network Routing Subject to Fair Flow Allocation.
ISCO
Edoardo Amaldi, Stefano Coniglio, Leonardo Taccari
2014 J jnl
PGS-COM: A hybrid method for constrained non-smooth black-box optimization problems: Brief review, novel algorithm and comparative evaluation.
Comput. Chem. Eng.
Emanuele Martelli, Edoardo Amaldi
2013 J jnl
A distance-based point-reassignment heuristic for the k-hyperplane clustering problem.
Eur. J. Oper. Res.
Edoardo Amaldi, Stefano Coniglio
2013 J jnl
A two-phase heuristic for the bottleneck
Comput. Optim. Appl.
Edoardo Amaldi, Kanika Dhyani, Leo Liberti
2013 J jnl
Column Generation for the Minimum Hyperplanes Clustering Problem.
INFORMS J. Comput.
Edoardo Amaldi, Kanika Dhyani, Alberto Ceselli
2013 A* conf
Cost-aware optimization models for communication networks with renewable energy sources.
INFOCOM
Giulio Betti, Edoardo Amaldi, Antonio Capone, Giulia Ercolani
2013 — conf
Cost-aware optimization models for communication networks with renewable energy sources.
INFOCOM Workshops
Giulio Betti, Edoardo Amaldi, Antonio Capone, Giulia Ercolani
2013 J jnl
Energy-aware IP traffic engineering with shortest path routing.
Comput. Networks
Edoardo Amaldi, Antonio Capone, Luca Giovanni Gianoli
2013 — conf
Energy-aware traffic engineering with elastic demands and MMF bandwidth allocation.
CAMAD
Edoardo Amaldi, Antonio Capone, Stefano Coniglio, Luca Giovanni Gianoli
2013 J jnl
In memoriam of Francesco Maffioli (1941-2012).
Int. Trans. Oper. Res.
Edoardo Amaldi, Federico Malucelli
2013 Misc conf
Multi-clock domain optimization for reconfigurable architectures in high-level dataflow applications.
ACSSC
Simone Casale Brunet, Endri Bezati, Claudio Alberti, Marco Mattavelli, Edoardo Amaldi, Jörn W. Janneck
2013 J jnl
Network Optimization Problems Subject to Max-Min Fair Flow Allocation.
IEEE Commun. Lett.
Edoardo Amaldi, Antonio Capone, Stefano Coniglio, Luca Giovanni Gianoli
2013 J jnl
On single-path network routing subject to max-min fair flow allocation.
Electron. Notes Discret. Math.
Edoardo Amaldi, Stefano Coniglio, Luca Giovanni Gianoli, Can Umut Ileri
2013 — conf
Optimizing the placement of anchor nodes in RSS-based indoor localization systems.
Med-Hoc-Net
Alessandro Redondi, Edoardo Amaldi
2013 — conf
Partitioning and optimization of high level stream applications for multi clock domain architectures.
SiPS
Simone Casale Brunet, Endri Bezati, Claudio Alberti, Marco Mattavelli, Edoardo Amaldi, Jörn W. Janneck
2012 J jnl
Design of Wireless Sensor Networks for Mobile Target Detection.
IEEE/ACM Trans. Netw.
Edoardo Amaldi, Antonio Capone, Matteo Cesana, Ilario Filippini
2012 J jnl
Hyperbolic set covering problems with competing ground-set elements.
Math. Program.
Edoardo Amaldi, Sandro Bosio, Federico Malucelli
2012 C conf
k-Piecewise Affine Model Fitting: Heuristics Based on Multiway Linear Classification.
CTW
Edoardo Amaldi, Stefano Coniglio, Leonardo Taccari
2011 C conf
A MILP-Based Heuristic for Energy-Aware Traffic Engineering with Shortest Path Routing.
INOC
Edoardo Amaldi, Antonio Capone, Luca Giovanni Gianoli, Luca Mascetti
2011 J jnl
Ectropy of diversity measures for populations in Euclidean space.
Inf. Sci.
Bakir Lacevic, Edoardo Amaldi
2011 C conf
Energy management in IP traffic engineering with Shortest Path routing.
WOWMOM
Edoardo Amaldi, Antonio Capone, Luca Giovanni Gianoli, Luca Mascetti
2011 C conf
Formulations and heuristics for the k-Piecewise Affine Model Fitting problem.
CTW
Edoardo Amaldi, Stefano Coniglio, Leonardo Taccari
2011 J jnl
Numerical optimization of heat recovery steam cycles: Mathematical model, two-stage algorithm and applications.
Comput. Chem. Eng.
Emanuele Martelli, Edoardo Amaldi, Stefano Consonni
2011 C conf
On cycle bases with limited edge overlap.
CTW
Edoardo Amaldi, Claudio Iuliano, Romeo Rizzi
2011 J jnl
On minimum reload cost paths, tours, and flows.
Networks
Edoardo Amaldi, Giulia Galbiati, Francesco Maffioli
2011 C conf
On the Hazmat Transport Network Design Problem.
INOC
Edoardo Amaldi, Maurizio Bruglieri, Bernard Fortz
2011 J jnl
On the approximability of the minimum strictly fundamental cycle basis problem.
Discret. Appl. Math.
Giulia Galbiati, Romeo Rizzi, Edoardo Amaldi
2011 J jnl
Solving Nonlinear Covering Problems Arising in WLAN Design.
Oper. Res.
Edoardo Amaldi, Sandro Bosio, Federico Malucelli, Di Yuan
2010 B conf
Efficient Deterministic Algorithms for Finding a Minimum Cycle Basis in Undirected Graphs.
IPCO
Edoardo Amaldi, Claudio Iuliano, Romeo Rizzi
2010 B conf
Improving Cutting Plane Generation with 0-1 Inequalities by Bi-criteria Separation.
SEA
Edoardo Amaldi, Stefano Coniglio, Stefano Gualandi
2010 C conf
On Finding a Minimum Weight Cycle Basis with Cycles of Bounded Length.
CTW
Edoardo Amaldi, Bernard Fortz, Claudio Iuliano
2010 B conf
On population diversity measures in Euclidean space.
IEEE Congress on Evolutionary Computation
Bakir Lacevic, Edoardo Amaldi
2009 A conf
Breaking the O(m
ESA
Edoardo Amaldi, Claudio Iuliano, Tomasz Jurkiewicz, Kurt Mehlhorn, Romeo Rizzi
2009 J jnl
Edge-swapping algorithms for the minimum fundamental cycle basis problem.
Math. Methods Oper. Res.
Edoardo Amaldi, Leo Liberti, Francesco Maffioli, Nelson Maculan
2009 — conf
On the Consolidation of Data-Centers with Performance Constraints.
QoSA
Jonatha Anselmi, Paolo Cremonesi, Edoardo Amaldi
2009 C conf
k-Hyperplane Clustering Problem: Column Generation and a Metaheuristic.
CTW
Edoardo Amaldi, Stefano Coniglio, Kanika Dhyani
2008 J jnl
A two-phase relaxation-based heuristic for the maximum feasible subsystem problem.
Comput. Oper. Res.
Edoardo Amaldi, Maurizio Bruglieri, Giuliano Casale
2008 C conf
Column Generation for the Minimum Hyperplanes Clustering Problem.
CTW
Edoardo Amaldi, Alberto Ceselli, Kanika Dhyani
2008 B conf
Coverage planning of Wireless Sensors for mobile target detection.
MASS
Edoardo Amaldi, Antonio Capone, Matteo Cesana, Ilario Filippini
2008 C conf
On minimum reload cost paths, tours and flows.
CTW
Edoardo Amaldi, Giulia Galbiati, Francesco Maffioli
2008 J jnl
Optimization models and methods for planning wireless mesh networks.
Comput. Networks
Edoardo Amaldi, Antonio Capone, Matteo Cesana, Ilario Filippini, Federico Malucelli
2008 J jnl
Radio planning and coverage optimization of 3G cellular networks.
Wirel. Networks
Edoardo Amaldi, Antonio Capone, Federico Malucelli
2008 — conf
Service Consolidation with End-to-End Response Time Constraints.
EUROMICRO-SEAA
Jonatha Anselmi, Edoardo Amaldi, Paolo Cremonesi
2007 B conf
Optimization Models for the Radio Planning of Wireless Mesh Networks.
Networking
Edoardo Amaldi, Antonio Capone, Matteo Cesana, Federico Malucelli
2007 J jnl
Provisioning virtual private networks under traffic uncertainty.
Networks
Aysegül Altin, Edoardo Amaldi, Pietro Belotti, Mustafa Ç. Pinar
2006 — ch.
Optimization Problems and Models for Planning Cellular Networks.
Handbook of Optimization in Telecommunications
Edoardo Amaldi, Antonio Capone, Federico Malucelli, Carlo Mannino
2006 J jnl
Optimizing base station location and configuration in UMTS networks.
Ann. Oper. Res.
Edoardo Amaldi, Pietro Belotti, Antonio Capone, Federico Malucelli
2005 J jnl
Boundedness Theorems for the Relaxation Method.
Math. Oper. Res.
Edoardo Amaldi, Raphael Hauser
2005 B conf
Randomized Relaxation Methods for the Maximum Feasible Subsystem Problem.
IPCO
Edoardo Amaldi, Pietro Belotti, Raphael Hauser
2004 C conf
Algorithms for Finding Minimum Fundamental Cycle Bases in Graphs.
CTW
Edoardo Amaldi, Leo Liberti, Francesco Maffioli
2004 — conf
Algorithms for WLAN Coverage Planning.
EuroNGI Workshop
Edoardo Amaldi, Antonio Capone, Matteo Cesana, Luigi Fratta, Federico Malucelli
2004 J jnl
Algorithms for finding minimum fundamental cycle bases in graphs.
Electron. Notes Discret. Math.
Edoardo Amaldi, Leo Liberti, Francesco Maffioli, Nelson Maculan
2004 — conf
Efficient Edge-Swapping Heuristics for Finding Minimum Fundamental Cycle Bases.
WEA
Edoardo Amaldi, Leo Liberti, Nelson Maculan, Francesco Maffioli
2004 — conf
Optimization of packet scheduling in wireless systems with smart antennas: geometric models and algorithms.
ICC
Edoardo Amaldi, Antonio Capone, Federico Malucelli, Gianluca Villa
2004 — conf
Optimizing WLAN radio coverage.
ICC
Edoardo Amaldi, Antonio Capone, Matteo Cesana, Federico Malucelli
2004 C conf
Virtual Private Network Design Under Traffic Uncertainty.
CTW
Aysegül Altin, Edoardo Amaldi, Pietro Belotti, Mustafa Ç. Pinar
2004 J jnl
Virtual Private Network Design Under Traffic Uncertainty.
Electron. Notes Discret. Math.
Aysegül Altin, Edoardo Amaldi, Pietro Belotti, Mustafa Ç. Pinar
2003 J jnl
Discrete models and algorithms for packet scheduling in smart antennas.
Electron. Notes Discret. Math.
Edoardo Amaldi, Antonio Capone, Federico Malucelli
2003 B conf
On the Approximability of the Minimum Fundamental Cycle Basis Problem.
WAOA
Giulia Galbiati, Edoardo Amaldi
2003 J jnl
On the maximum feasible subsystem problem, IISs and IIS-hypergraphs.
Math. Program.
Edoardo Amaldi, Marc E. Pfetsch, Leslie E. Trotter Jr.
2003 B conf
Optimization models and algorithms for downlink UMTS radio planning.
WCNC
Edoardo Amaldi, Antonio Capone, Federico Malucelli, Francesco Signori
2003 J jnl
Planning UMTS base station location: optimization models with power control and algorithms.
IEEE Trans. Wirel. Commun.
Edoardo Amaldi, Antonio Capone, Federico Malucelli
2003 — conf
Radio Planning and Optimization of W-CDMA Systems.
PWC
Edoardo Amaldi, Antonio Capone, Federico Malucelli, Francesco Signori
2002 B conf
Optimizing UMTS radio coverage via base station configuration.
PIMRC
Edoardo Amaldi, Antonio Capone, Federico Malucelli
2002 J jnl
The MIN PFS problem and piecewise linear model estimation.
Discret. Appl. Math.
Edoardo Amaldi, Marco Mattavelli
2001 — conf
Discrete models and algorithms for the capacitated location problems arising in UMTS network planning.
DIAL-M
Edoardo Amaldi, Antonio Capone, Federico Malucelli
2001 — conf
Fast Line Detection Algorithms Based on Combinatorial Optimization.
IWVF
Marco Mattavelli, Vincent Noel, Edoardo Amaldi
2001 — conf
Improved models and algorithms for UMTS radio planning.
VTC Fall
Edoardo Amaldi, Antonio Capone, Federico Malucelli
1999 Misc conf
A New Approach for Fast Line Detection Based on Combinatorial Optimization.
ICIAP
Marco Mattavelli, Vincent Noel, Edoardo Amaldi
1999 B conf
Some Structural and Algorithmic Properties of the Maximum Feasible Subsystem Problem.
IPCO
Edoardo Amaldi, Marc E. Pfetsch, Leslie E. Trotter Jr.
1998 — conf
An Efficient Line Detection Algorithm based on a New Combinatorial Optimization Formulation.
ICIP (3)
Marco Mattavelli, Vincent Noel, Edoardo Amaldi
1998 J jnl
On the Approximability of Minimizing Nonzero Variables or Unsatisfied Relations in Linear Systems.
Theor. Comput. Sci.
Edoardo Amaldi, Viggo Kann
1997 C conf
A Perceptron-Based Approach to Piecewise Linear Modeling with an Application to Time Series.
ICANN
Marco Mattavelli, Edoardo Amaldi, Jean-Marc Vesin
1997 J jnl
Two Constructive Methods for Designing Compact Feedforward Networks of Threshold Units.
Int. J. Neural Syst.
Edoardo Amaldi, Bertrand Guenin
1996 — conf
Estimating piecewise linear models using combinatorial optimization techniques.
EUSIPCO
Marco Mattavelli, Edoardo Amaldi
1996 J jnl
On the approximability of some NP-hard minimization problems for linear systems
Electron. Colloquium Comput. Complex.
Edoardo Amaldi, Viggo Kann
1995 J jnl
The Complexity and Approximability of Finding Maximum Feasible Subsystems of Linear Relations.
Theor. Comput. Sci.
Edoardo Amaldi, Viggo Kann
1994 J jnl
A Review of Combinatorial Problems Arising in Feedforward Neural Network Design.
Discret. Appl. Math.
Edoardo Amaldi, Eddy Mayoraz, Dominique de Werra
1994 A conf
On the Approximability of Finding Maximum Feasible Subsystems of Linear Systems.
STACS
Edoardo Amaldi, Viggo Kann
1991 J jnl
Computing optical flow across multiple scales: An adaptive coarse-to-fine strategy.
Int. J. Comput. Vis.
Roberto Battiti, Edoardo Amaldi, Christof Koch