Francesco Alesiani

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 38

Top Topics

Routing Problem

Information Bottleneck

Conditional Distributions

Top Venues

Publications

Viktor Zaverkin, Francesco Alesiani, Takashi Maruyama, Federico Errica, Henrik Christiansen, Makoto Takamoto, Nicolas Weber, Mathias Niepert
Higher-Rank Irreducible Cartesian Tensors for Equivariant Message Passing. CoRR (2024)
Markus Zopf, Francesco Alesiani
Graph Reasoning Networks. CoRR (2024)
Federico Errica, Henrik Christiansen, Viktor Zaverkin, Takashi Maruyama, Mathias Niepert, Francesco Alesiani
Adaptive Message Passing: A General Framework to Mitigate Oversmoothing, Oversquashing, and Underreaching. CoRR (2023)
Francesco Alesiani
Implicit Bilevel Optimization: Differentiating through Bilevel Optimization Programming. CoRR (2023)
Makoto Takamoto, Francesco Alesiani, Mathias Niepert
Learning Neural PDE Solvers with Parameter-Guided Channel Attention. CoRR (2023)
Makoto Takamoto, Francesco Alesiani, Mathias Niepert
Learning Neural PDE Solvers with Parameter-Guided Channel Attention. ICML (2023)
Francesco Alesiani, Shujian Yu, Mathias Niepert
Continual Invariant Risk Minimization. CoRR (2023)
Francesco Alesiani
Implicit Bilevel Optimization: Differentiating through Bilevel Optimization Programming. AAAI (2023)
Francesco Alesiani, Shujian Yu, Xi Yu
Gated information bottleneck for generalization in sequential environments. Knowl. Inf. Syst. 65 (2) (2023)
Henrik Christiansen, Federico Errica, Francesco Alesiani
Self-Tuning Hamiltonian Monte Carlo for Accelerated Sampling. CoRR (2023)
Makoto Takamoto, Timothy Praditia, Raphael Leiteritz, Dan MacKinlay, Francesco Alesiani, Dirk Pflüger, Mathias Niepert
PDEBENCH: An Extensive Benchmark for Scientific Machine Learning. CoRR (2022)
Ammar Shaker, Francesco Alesiani, Shujian Yu
Modular-Relatedness for Continual Learning. IDA (2022)
Bhushan Kotnis, Kiril Gashteovski, Julia Gastinger, Giuseppe Serra, Francesco Alesiani, Timo Sztyler, Ammar Shaker, Na Gong, Carolin Lawrence, Zhao Xu
Human-Centric Research for NLP: Towards a Definition and Guiding Questions. CoRR (2022)
Makoto Takamoto, Timothy Praditia, Raphael Leiteritz, Daniel MacKinlay, Francesco Alesiani, Dirk Pflüger, Mathias Niepert
PDEBench: An Extensive Benchmark for Scientific Machine Learning. NeurIPS (2022)
Francesco Alesiani, Gülcin Ermis, Konstantinos Gkiotsalitis
Constrained Clustering for the Capacitated Vehicle Routing Problem (CC-CVRP). Appl. Artif. Intell. 36 (1) (2022)
Shujian Yu, Francesco Alesiani, Wenzhe Yin, Robert Jenssen, José C. Príncipe
Principle of relevant information for graph sparsification. UAI (2022)
Shujian Yu, Francesco Alesiani, Wenzhe Yin, Robert Jenssen, José C. Príncipe
Principle of Relevant Information for Graph Sparsification. CoRR (2022)
Gülcin Ermis, Francesco Alesiani, Konstantinos Gkiotsalitis
Optimization of Collection and Consolidation Operations in Cross-Border Multi-modal Distribution Networks. ITSC (2021)
Shujian Yu, Francesco Alesiani, Xi Yu, Robert Jenssen, José C. Príncipe
Measuring Dependence with Matrix-based Entropy Functional. AAAI (2021)
Francesco Alesiani, Shujian Yu, Xi Yu
Gated Information Bottleneck for Generalization in Sequential Environments. ICDM (2021)
Francesco Alesiani, Shujian Yu, Xi Yu
Gated Information Bottleneck for Generalization in Sequential Environments. CoRR (2021)
Tobias Jacobs, Francesco Alesiani, Gülcin Ermis
Reinforcement Learning for Route Optimization with Robustness Guarantees. IJCAI (2021)
Shujian Yu, Francesco Alesiani, Xi Yu, Robert Jenssen, José C. Príncipe
Measuring Dependence with Matrix-based Entropy Functional. CoRR (2021)
Ammar Shaker, Francesco Alesiani, Shujian Yu, Wenzhe Yin
Bilevel Continual Learning. IJCNN (2021)
Shujian Yu, Francesco Alesiani, Ammar Shaker, Wenzhe Yin
Learning an Interpretable Graph Structure in Multi-Task Learning. CoRR (2020)
Ammar Shaker, Shujian Yu, Francesco Alesiani
Modular-Relatedness for Continual Learning. CoRR (2020)
Francesco Alesiani, Shujian Yu, Ammar Shaker, Wenzhe Yin
Towards Interpretable Multi-Task Learning Using Bilevel Programming. CoRR (2020)
Shujian Yu, Ammar Shaker, Francesco Alesiani, José C. Príncipe
Measuring the Discrepancy between Conditional Distributions: Methods, Properties and Applications. IJCAI (2020)
Ammar Shaker, Francesco Alesiani, Shujian Yu, Wenzhe Yin
Bilevel Continual Learning. CoRR (2020)
Shujian Yu, Ammar Shaker, Francesco Alesiani, José C. Príncipe
Measuring the Discrepancy between Conditional Distributions: Methods, Properties and Applications. CoRR (2020)
Francesco Alesiani, Shujian Yu, Ammar Shaker, Wenzhe Yin
Towards Interpretable Multi-task Learning Using Bilevel Programming. ECML/PKDD (2) (2020)
Xiao He, Francesco Alesiani, Ammar Shaker
Efficient and Scalable Multi-Task Regression on Massive Number of Tasks. AAAI (2019)
Francesco Alesiani, Luís Moreira-Matias, Mahsa Faizrahnemoon
On Learning From Inaccurate and Incomplete Traffic Flow Data. IEEE Trans. Intell. Transp. Syst. 19 (11) (2018)
Francesco Alesiani, Konstantinos Gkiotsalitis
Reinforcement Learning-Based Bus Holding for High-Frequency Services. ITSC (2018)
Xiao He, Francesco Alesiani, Ammar Shaker
Efficient and Scalable Multi-task Regression on Massive Number of Tasks. CoRR (2018)
Konstantinos Gkiotsalitis, Francesco Alesiani
Reliable bus dispatching times by coupling Monte Carlo evaluations with a Genetic Algorithm. ITSC (2018)
Francesco Alesiani, Chairit Wuthishuwong
Locally Growing Rapid Tree (LGRT) motion planning for autonomous driving. ITSC (2016)
Francesco Alesiani, Sebastian Gajek
Remote Testimony: How to Trust an Autonomous Vehicle. VTC Spring (2016)
Luís Moreira-Matias, Francesco Alesiani
Drift3Flow: Freeway-Incident Prediction Using Real-Time Learning. ITSC (2015)
Francesco Alesiani, Nitin Maslekar
Optimization of Charging Stops for Fleet of Electric Vehicles: A Genetic Approach. IEEE Intell. Transp. Syst. Mag. 6 (3) (2014)
Konstantinos Gkiotsalitis, Francesco Alesiani
Opportunistic solution-space reduction techniques for reducing the time complexity of Dynamic Speed Control with microsimulation on motorways. ITSC (2014)
Francesco Alesiani, Alberto Tarable
Differential space-time CDMA with turbo decoding. GLOBECOM (2003)
Francesco Alesiani, Ezio Biglieri, Giorgio Taricco, Emanuele Viterbo
Performance of adaptive modulation techniques in the UMTS system. GLOBECOM (2001)