Link to LabMeetings
All the LabMeetings are currently online: join here!
Read More »Welcome!
This is the official web site of Siena Artificial Intelligence Laboratory. The focus of our research is on machine learning. In the last few years, we’ve been mainly involved in the conception of new theories of learning in structured domains and in their applications to pattern recognition and mining the web. We are also interested […]
Read More »TAILOR WP4 Workshop at NeSy2023
Workshop on “Benchmarks for Neural-Symbolic AI” July 3, 2023 – 11:00-13:00 To participate: in person: at NeSy2023 Workshop (registrations are still open), La Certosa di Pontignano, Siena, Italy online: Google Meet Conference Room Abstract The study of Neural-Symbolic (NeSy) approaches has been a longstanding goal in the field of AI. However, the evaluation of novel ideas […]
Read More »NeSy 2023 – 17th International Workshop on Neural-Symbolic Learning and Reasoning
We are pleased to announce that SAILab will participate in the organization of the next edition of the NeSy Worshop! Official Website: https://sites.google.com/view/nesy2023 NeSy Workshop dates: 3-5 July 2023 Location: Certosa di Pontignano, Siena, Italy The NeSy workshop series is the longest standing gathering for the presentation and discussion of cutting edge research in neurosymbolic AI. […]
Read More »External Seminar On Bayesian Inference and Generative Models for Wireless Communication Algorithms Organised by prof. Andrea Abrardo [Apr 12th, 2023 – 10:00 – 13:00 AM]
Prof. Wolfang Utschick When: Apr 12th, 2023 – 10:00 – 13:00 AM Where: In presence at the San Niccolò building Bayesian Inference and Generative Models for Wireless Communication Algorithms Abstract: This tutorial first introduces the fundamentals of generative models, followed by the perspective of learning the radio propagation environment (“radio-compatible digital twin”) of wireless communication […]
Read More »[Apr 5th 2023] The expressive power of pooling in Graph Neural Networks
VERONICA LACHI When: Apr 5th, 2023 – 11:00 – 11:30 AM Where: Google meet link Description The expressive power of pooling in Graph Neural Networks In Graph Neural Networks (GNNs), hierarchical pooling operators generate a coarser representation of the input data by creating local summaries of the graph structure and its vertex features. Considerable attention […]
Read More »[Mar 29th 2023] Learning Identity Effects with Graph Neural Networks
GIUSEPPE ALESSIO D’INVERNO When: Mar 29th, 2023 – 15:00 – 15:30 AM Where: Google meet link Description Learning Identity Effects with Graph Neural Networks Graph Neural Networks (GNNs) have emerged in the past years as a powerful tool to learn tasks on a wide range of graph domains in a data-driven fashion; among all the […]
Read More »[Mar 22th 2023] LabMeeting: RandomWalk Graph Neural Networks
Caterina Graziani When: Mar 22th, 2023 – 11:00 – 11:30 AM Where: Google meet link Description RandomWalk Graph Neural Networks Abstract: In recent years, graph neural networks (GNNs) have become the de facto tool for performing machine learning tasks on graphs. Most GNNs belong to the family of message-passing neural networks (MPNNs). These models employ […]
Read More »[Mar 1th 2023] LabMeeting: Forward Approximate Solution for Linear Quadratic Tracking
Michele Casoni When: Mar 1th, 2023 – 11:00 – 11:30 AM Where: Google meet link Description Forward Approximate Solution for Linear Quadratic Tracking Abstract: “In this paper, we discuss an approximation strategy for solving the Linear Quadratic Tracking that is both forward and local in time. We exploit the known form of the value function […]
Read More »[Feb 22th 2023] LabMeeting: Template based Graph Neural Network with Optimal Transport Distances
Marco Corneli When: Feb 22th, 2023 – 11:00 – 11:30 AM Where: Google meet link Description WebCrowDE – Template based Graph Neural Network with Optimal Transport Distances Abstract : Current Graph Neural Networks (GNN) architectures generally rely on two important components: node features embedding through message passing and aggregation with a specialized form of pooling. […]
Read More »
TAILOR WebCrow Workshop
Workshop on “WebCrow Project” First Workshop about WebCrow Benchmark in TAILOR. Organized by CINI and Expert.ai. FEB 24th, 2023 – 10:00-12:00 Teams Conference Room: Teams Link Objective WebCrow is an AI software developed to solve multilingual crossword puzzles using NLP technology. NLP approaches may exploit different sources of knowledge like ontologies, knowledge graphs and the web. Then […]
Read More »[Feb 15th 2023] LabMeeting: WebCrowDE – Automated German Crossword resolution
Thomas Röthenbacher When: Feb 15th, 2023 – 11:30 – 12:00 AM Where: Google meet link Description WebCrowDE – Automated German Crossword resolution WebCrow is an automatic Crossword Puzzles solver for Italian and English. Adapting a crossword solver to other languages can be challenging because each language has its own characteristics and puzzles its own peculiarities. […]
Read More »