25 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- University of Campania "Luigi Vanvitelli"IT4 papers
- University of Rome Tor VergataIT3 papers
- Centre National de la Recherche ScientifiqueFR2 papers
- Sapienza University of RomeIT2 papers
- Scuola Superiore Sant'AnnaIT2 papers
- Centre de Physique ThéoriqueFR1 paper
- Collège de FranceFR1 paper
- Consorzio Nazionale Interuniversitario per le TelecomunicazioniIT1 paper
- Drug Discovery Laboratory (Norway)NO1 paper
- École PolytechniqueFR1 paper
- Graz University of TechnologyAT1 paper
- Institut de Mathématiques de ToulouseFR1 paper
3 papers · 1 filter
On-Device Neural Architecture Search
Andrea Mattia Garavagno, Edoardo Ragusa, Paolo Gastaldo +2
This paper proposes a new approach to near-sensor computing, in which a lightweight Neural Architecture Search (NAS) is performed directly on the deployment device to find the best…
Spatially-informed transformers: Injecting geostatistical covariance biases into self-attention for spatio-temporal forecasting
Yuri Calleo
The modeling of high-dimensional spatio-temporal processes presents a fundamental dichotomy between the probabilistic rigor of classical geostatistics and the flexible, high-capaci…
Learning Multi-Frequency Partial Correlation Graphs
Gabriele D'Acunto, Paolo Di Lorenzo, Francesco Bonchi +2
Despite the large research effort devoted to learning dependencies between time series, the state of the art still faces a major limitation: existing methods learn partial correlat…