Paolo Frasconi
13 papers · 2006–2021 · 7 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (17) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (7)
π
Academic Marathon
(15)
π
Cross-Pollinator
(7)
π
Trend Setter
π
Century Club
(13)
Conferences
IJCAI (5)
ICML (2)
JMLR (2)
ACL (1)
CONLL (1)
EMNLP (1)
NIPS (1)
Top co-authors
Keywords
hyperparameter optimization
(3)
few-shot learning
(1)
attention mechanism
(1)
multi-instance learning
(1)
graph classification
(1)
structured output prediction
(1)
relational learning
(1)
weakly supervised learning
(1)
bioinformatics
(1)
gradient descent
(1)
metal binding sites
(1)
protein sequence analysis
(1)
stochastic gradient descent
(1)
ligand prediction
(1)
protein sequence
(1)
structured output learning
(1)
matroid theory
(1)
structured output
(1)
first-order logic
(1)
representation learning
(1)
Papers
Learning Aggregation Functions
IJCAI 2021
Marthe: Scheduling the Learning Rate Via Online Hypergradients
IJCAI 2020
Learning and Interpreting Multi-Multi-Instance Learning Networks
JMLR 2020
Pattern-Based Music Generation with Wasserstein Autoencoders and PRC Descriptions
IJCAI 2020
Bilevel Programming for Hyperparameter Optimization and Meta-Learning
ICML 2018
Forward and Reverse Gradient-Based Hyperparameter Optimization
ICML 2017
Graph Invariant Kernels
IJCAI 2015
kLog: A Language for Logical and Relational Learning with Kernels (Extended Abstract)
IJCAI 2015
kLogNLP: Graph Kernelβbased Relational Learning of Natural Language
ACL 2014
A Statistical Relational Learning Approach to Identifying Evidence Based Medicine Categories
EMNLP 2012
A Statistical Relational Learning Approach to Identifying Evidence Based Medicine Categories
CONLL 2012
Predicting the Geometry of Metal Binding Sites from Protein Sequence
NIPS 2008
Kernels on Prolog Proof Trees: Statistical Learning in the ILP Setting
JMLR 2006