Alessandro Sperduti
8 papers · 2005–2025 · 7 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (14) π Interdisciplinary Bridge π Cross-Pollinator (12) π Renaissance Researcher (5) π§ Keyword Pioneer
π
Conference Polyglot
(7)
π
Academic Marathon
(20)
π£
Hot Topic Early Bird
π
Trend Setter
π
Conference Pioneer
Conferences
IJCAI (2)
AAAI (1)
COLING (1)
ICCV (1)
ICLR (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
support vector machine
(2)
sequence modeling
(1)
online learning
(1)
variational inference
(1)
large margin
(1)
prototype learning
(1)
semantic role labeling
(1)
multiclass classification
(1)
margin-based classification
(1)
pattern classification
(1)
quadratic programming
(1)
recurrent neural network
(1)
linear autoencoder
(1)
pre-training technique
(1)
weight initialization
(1)
variational autoencoder
(1)
algorithmic reasoning
(1)
prompting strategy
(1)
open set recognition
(1)
structured datum
(1)
Papers
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
NIPS 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