Alessandro Sperduti
9 papers · 2005–2026 · 7 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Ultra 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (21) 🐣 Hot Topic Early Bird
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Topic Evolution
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Conference Pioneer
📈
Trend Setter
Top co-authors
Research topics
Machine Learning
(5)
Core Methods
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Architectures
(3)
Natural Language Processing
(2)
Core AI
(2)
Learning Types · Machine Learning
(2)
Mathematics & Optimization
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Optimization
(1)
Keywords
support vector machine
(2)
sequence modeling
(1)
online learning
(1)
variational inference
(1)
large margin
(1)
prototype learning
(1)
graph generation
(1)
semantic role labeling
(1)
message passing
(1)
margin-based classification
(1)
pattern classification
(1)
multi-class classification
(1)
quadratic programming
(1)
autoregressive model
(1)
recurrent neural network
(1)
linear autoencoder
(1)
pre-training technique
(1)
weight initialization
(1)
variational autoencoder
(1)
algorithmic reasoning
(1)
Papers
FLAGG: Flexible Autoregressive Graph Generation
JMLR 2026
Exact Computation of Any-Order Shapley Interactions for Graph Neural Networks
ICLR 2025
Benchmarking GPT-4 on Algorithmic Problems: A Systematic Evaluation of Prompting Strategies
COLING 2024
Conditional Variational Capsule Network for Open Set Recognition
ICCV 2021
Efficient Online Learning for Mapping Kernels on Linguistic Structures
AAAI 2019
Equivalence Results between Feedforward and Recurrent Neural Networks for Sequences
IJCAI 2015
Pre-training of Recurrent Neural Networks via Linear Autoencoders
NeurIPS 2014
A Lossy Counting Based Approach for Learning on Streams of Graphs on a Budget
IJCAI 2013
Multiclass Classification with Multi-Prototype Support Vector Machines
JMLR 2005