Learning And Signal Processing
Learning And Signal Processing
Home
People
Publications
Contact
article-journal
Graph Transformers and Stabilized Reinforcement Learning for Large-Scale Dynamic Routing Modulation and Spectrum Allocation in Elastic Optical Networks
Add the full text or supplementary notes for the publication here using Markdown formatting.
Michael Doherty
,
Alejandra Beghelli
,
Laura Toni
Cite
DOI
URL
GT-MilliNoise: Graph transformer for point-wise denoising of indoor millimetre-wave point clouds
Add the full text or supplementary notes for the publication here using Markdown formatting.
Walter Brescia
,
Pedro Gomes
,
Laura Toni
,
Saverio Mascolo
,
Luca De Cicco
Cite
DOI
URL
Impact of Connectivity on Laplacian Representations in Reinforcement Learning
Add the full text or supplementary notes for the publication here using Markdown formatting.
Tommaso Giorgi
,
Pierriccardo Olivieri
,
Keyue Jiang
,
Laura Toni
,
Matteo Papini
Cite
DOI
URL
MERINA+: Improving Generalization for Neural Video Adaptation via Information-Theoretic Meta-Reinforcement Learning
Add the full text or supplementary notes for the publication here using Markdown formatting.
Nuowen Kan
,
Chenglin Li
,
Yuankun Jiang
,
Wenrui Dai
,
Junni Zou
,
Hongkai Xiong
,
Laura Toni
Cite
DOI
URL
A Clustering Approach to Unveil User Similarities in 6 df Extended Reality Applications
Add the full text or supplementary notes for the publication here using Markdown formatting.
Silvia Rossi
,
Irene Viola
,
Laura Toni
,
Pablo César
Cite
DOI
URL
Bayesian Optimization from Human Feedback: Near-Optimal Regret Bounds
Add the full text or supplementary notes for the publication here using Markdown formatting.
Aya Kayal
,
Sattar Vakili
,
Laura Toni
,
Da-shan Shiu
,
Alberto Bernacchia
Cite
DOI
URL
Bures-Wasserstein Flow Matching for Graph Generation
Add the full text or supplementary notes for the publication here using Markdown formatting.
Keyue Jiang
,
Jiahao Cui
,
Xiaowen Dong
,
Laura Toni
Cite
DOI
URL
Effects of Random Edge-Dropping on Over-Squashing in Graph Neural Networks
Add the full text or supplementary notes for the publication here using Markdown formatting.
Jasraj Singh
,
Keyue Jiang
,
Brooks Paige
,
Laura Toni
Cite
DOI
URL
From In Silico to In Vitro: Evaluating Molecule Generative Models for Hit Generation
Add the full text or supplementary notes for the publication here using Markdown formatting.
Nagham Osman
,
Vittorio Lembo
,
Giovanni Bottegoni
,
Laura Toni
Cite
DOI
URL
Heterogeneous Graph Structure Learning through the Lens of Data-generating Processes
Add the full text or supplementary notes for the publication here using Markdown formatting.
Keyue Jiang
,
Bohan Tang
,
Xiaowen Dong
,
Laura Toni
Cite
DOI
URL
»
Cite
×