Zobrazeno 1 - 10
of 551
pro vyhledávání: '"Rossi Emanuele"'
Autor:
Singh, Vikash, Khanzadeh, Matthew, Davis, Vincent, Rush, Harrison, Rossi, Emanuele, Shrader, Jesse, Lio, Pietro
We present Bayesian Binary Search (BBS), a novel probabilistic variant of the classical binary search/bisection algorithm. BBS leverages machine learning/statistical techniques to estimate the probability density of the search space and modifies the
Externí odkaz:
http://arxiv.org/abs/2410.01771
Autor:
Malitesta, Daniele, Rossi, Emanuele, Pomo, Claudio, Di Noia, Tommaso, Malliaros, Fragkiskos D.
Generally, items with missing modalities are dropped in multimodal recommendation. However, with this work, we question this procedure, highlighting that it would further damage the pipeline of any multimodal recommender system. First, we show that t
Externí odkaz:
http://arxiv.org/abs/2408.11767
Macroscopic voids at the steel-concrete interface and their degree of saturation with an aqueous electrolyte are known to play an important role in the corrosion of steel in reinforced concrete. Irrespective of the exposure conditions and testing par
Externí odkaz:
http://arxiv.org/abs/2408.05028
Autor:
Huang, Shenyang, Poursafaei, Farimah, Rabbany, Reihaneh, Rabusseau, Guillaume, Rossi, Emanuele
Temporal graphs have gained increasing importance due to their ability to model dynamically evolving relationships. These graphs can be represented through either a stream of edge events or a sequence of graph snapshots. Until now, the development of
Externí odkaz:
http://arxiv.org/abs/2407.12269
Autor:
Gastinger, Julia, Huang, Shenyang, Galkin, Mikhail, Loghmani, Erfan, Parviz, Ali, Poursafaei, Farimah, Danovitch, Jacob, Rossi, Emanuele, Koutis, Ioannis, Stuckenschmidt, Heiner, Rabbany, Reihaneh, Rabusseau, Guillaume
Multi-relational temporal graphs are powerful tools for modeling real-world data, capturing the evolving and interconnected nature of entities over time. Recently, many novel models are proposed for ML on such graphs intensifying the need for robust
Externí odkaz:
http://arxiv.org/abs/2406.09639
Publikováno v:
Nordic Concrete Research, Vol 62, Iss 1, Pp 63-85 (2020)
Crack formation in concrete structures due to various load and non-load factors leading to degradation of service life is very common. Repair and maintenance operations are, therefore, necessary to prevent cracks propagating and reducing the service
Externí odkaz:
https://doaj.org/article/42f6e298f9b44e66a407c892b8a87cc8
The Bitcoin Lightning Network is a Layer 2 payment protocol that addresses Bitcoin's scalability by facilitating quick and cost effective transactions through payment channels. This research explores the feasibility of using machine learning models t
Externí odkaz:
http://arxiv.org/abs/2405.12087
Autor:
Malitesta, Daniele, Rossi, Emanuele, Pomo, Claudio, Malliaros, Fragkiskos D., Di Noia, Tommaso
Multimodal recommender systems work by augmenting the representation of the products in the catalogue through multimodal features extracted from images, textual descriptions, or audio tracks characterising such products. Nevertheless, in real-world a
Externí odkaz:
http://arxiv.org/abs/2403.19841
Publikováno v:
MATEC Web of Conferences, Vol 361, p 07004 (2022)
In the concrete industry, legal disputes might occur when a built structure performs worse than it was supposed to during the design phase. When dealing with underperformance of self-healing concrete (e.g., no regain of water tightness after cracking
Externí odkaz:
https://doaj.org/article/d5dc31d6f2194db6882d92702ecec8a3