Salvatore Trani

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 25

Top Topics

Saliency Detection

Gradient Boosting

Top Venues

Publications

Franco Maria Nardini, Cosimo Rulli, Salvatore Trani, Rossano Venturini
Distilled Neural Networks for Efficient Learning to Rank: (Extended Abstract). ICDE (2024)
Francesco Busolin, Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Salvatore Trani
Early Exit Strategies for Learning-to-Rank Cascades. IEEE Access 11 (2023)
Franco Maria Nardini, Cosimo Rulli, Salvatore Trani, Rossano Venturini
Neural Network Compression using Binarization and Few Full-Precision Weights. CoRR (2023)
Franco Maria Nardini, Cosimo Rulli, Salvatore Trani, Rossano Venturini
Distilled Neural Networks for Efficient Learning to Rank. IEEE Trans. Knowl. Data Eng. 35 (5) (2023)
Veronica Gil-Costa, Fernando Loor, Romina Molina, Franco Maria Nardini, Raffaele Perego, Salvatore Trani
Energy-Efficient Ranking on FPGAs through Ensemble Model Compression (Abstract). IIR (2022)
Franco Maria Nardini, Salvatore Trani
A Pragmatic Approach to Neural Information Retrieval. SEBD (2022)
Veronica Gil-Costa, Fernando Loor, Romina Molina, Franco Maria Nardini, Raffaele Perego, Salvatore Trani
Ensemble Model Compression for Fast and Energy-Efficient Ranking on FPGAs. ECIR (1) (2022)
Emanuele Carlini, Thierry Chevalier, Patrizio Dazzi, Francesco Lettich, Raffaele Perego, Chiara Renso, Salvatore Trani
A Federated Cloud Solution for Transnational Mobility Data Sharing. SEBD (2022)
Franco Maria Nardini, C. Rulli, Salvatore Trani, Rossano Venturini
Distilled Neural Networks for Efficient Learning to Rank. CoRR (2022)
Francesco Busolin, Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Salvatore Trani
Learning Early Exit Strategies for Additive Ranking Ensembles. SIGIR (2021)
Romina Molina, Fernando Loor, Veronica Gil-Costa, Franco Maria Nardini, Raffaele Perego, Salvatore Trani
Efficient traversal of decision tree ensembles with FPGAs. J. Parallel Distributed Comput. 155 (2021)
Francesco Busolin, Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Salvatore Trani
Learning Early Exit Strategies for Additive Ranking Ensembles. CoRR (2021)
Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Salvatore Trani
Query-level Early Exit for Additive Learning-to-Rank Ensembles. SIGIR (2020)
Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Salvatore Trani
Query-level Early Exit for Additive Learning-to-Rank Ensembles. CoRR (2020)
Claudio Lucchese, Cristina Ioana Muntean, Franco Maria Nardini, Raffaele Perego, Salvatore Trani
RankEval: Evaluation and investigation of ranking models. SoftwareX 12 (2020)
Salvatore Trani, Claudio Lucchese, Raffaele Perego, David E. Losada, Diego Ceccarelli, Salvatore Orlando
SEL: A unified algorithm for salient entity linking. Comput. Intell. 34 (1) (2018)
Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri, Salvatore Trani
X-CLEaVER: Learning Ranking Ensembles by Growing and Pruning Trees. ACM Trans. Intell. Syst. Technol. 9 (6) (2018)
Claudio Lucchese, Franco Maria Nardini, Raffaele Perego, Salvatore Orlando, Salvatore Trani
Selective Gradient Boosting for Effective Learning to Rank. SIGIR (2018)
Claudio Lucchese, Franco Maria Nardini, Raffaele Perego, Salvatore Trani
The Impact of Negative Samples on Learning to Rank. LEARNER@ICTIR (2017)
Claudio Lucchese, Cristina Ioana Muntean, Franco Maria Nardini, Raffaele Perego, Salvatore Trani
RankEval: An Evaluation and Analysis Framework for Learning-to-Rank Solutions. SIGIR (2017)
Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Salvatore Trani
X-DART: Blending Dropout and Pruning for Efficient Learning to Rank. SIGIR (2017)
Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri, Salvatore Trani
Post-Learning Optimization of Tree Ensembles. IIR (2016)
Claudio Lucchese, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Fabrizio Silvestri, Salvatore Trani
Post-Learning Optimization of Tree Ensembles for Efficient Ranking. SIGIR (2016)
Salvatore Trani, Diego Ceccarelli, Claudio Lucchese, Salvatore Orlando, Raffaele Perego
SEL: A Unified Algorithm for Entity Linking and Saliency Detection. DocEng (2016)
Diego Ceccarelli, Alberto De Francesco, Raffaele Perego, Marco Segala, Nicola Tonellotto, Salvatore Trani
Entity Linking on Philosophical Documents. IIR (2015)
Salvatore Trani, Diego Ceccarelli, Claudio Lucchese, Salvatore Orlando, Raffaele Perego
Manual Annotation of Semi-Structured Documents for Entity-Linking. CIKM (2014)
Diego Ceccarelli, Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Salvatore Trani
Dexter 2.0 - an Open Source Tool for Semantically Enriching Data. ISWC (Posters & Demos) (2014)
Diego Ceccarelli, Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Salvatore Trani
Dexter: an open source framework for entity linking. ESAIR (2013)
Claudio Lucchese, Raffaele Perego, Salvatore Trani, Makis Atzemoglou, Benoit Baurens, Dimitris Kotzinos
InGeoCloudS: A Cloud-Based Platform for Sharing Geodata Across Europe. ERCIM News 2013 (94) (2013)
Diego Ceccarelli, Claudio Lucchese, Salvatore Orlando, Raffaele Perego, Salvatore Trani
Learning relatedness measures for entity linking. CIKM (2013)
Kris Jack, Maurizio Sambati, Fabrizio Silvestri, Salvatore Trani, Rossano Venturini
Cite-as-you-write. ERCIM News 2012 (90) (2012)