Andrea Gesmundo

According to our database1, Andrea Gesmundo authored at least 35 papers between 2009 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2023
Composable Function-preserving Expansions for Transformer Architectures.
CoRR, 2023

Multipath agents for modular multitask ML systems.
CoRR, 2023

2022
Temporal Coding in Spiking Neural Networks With Alpha Synaptic Function: Learning With Backpropagation.
IEEE Trans. Neural Networks Learn. Syst., 2022

A Multi-Agent Framework for the Asynchronous and Collaborative Extension of Multitask ML Systems.
CoRR, 2022

A Continual Development Methodology for Large-scale Multitask Dynamic ML Systems.
CoRR, 2022

An Evolutionary Approach to Dynamic Introduction of Tasks in Large-scale Multitask Learning Systems.
CoRR, 2022

muNet: Evolving Pretrained Deep Neural Networks into Scalable Auto-tuning Multitask Systems.
CoRR, 2022

Scaling Up Models and Data with t5x and seqio.
CoRR, 2022

2020
Routing Networks with Co-training for Continual Learning.
CoRR, 2020

Temporal Coding in Spiking Neural Networks with Alpha Synaptic Function.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Task-Aware Performance Prediction for Efficient Architecture Search.
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

Machine Translation of Labeled Discourse Connectives.
Proceedings of the 10th Conference of the Association for Machine Translation in the Americas: Research Papers, 2020

2019
Ranking architectures using meta-learning.
CoRR, 2019

Gumbel-Matrix Routing for Flexible Multi-task Learning.
CoRR, 2019

Transfer NAS: Knowledge Transfer between Search Spaces with Transformer Agents.
CoRR, 2019

Fast Task-Aware Architecture Inference.
CoRR, 2019

Parameter-Efficient Transfer Learning for NLP.
Proceedings of the 36th International Conference on Machine Learning, 2019

2018
Neural Architecture Search Over a Graph Search Space.
CoRR, 2018

Evolutionary-Neural Hybrid Agents for Architecture Search.
CoRR, 2018

Transfer Automatic Machine Learning.
CoRR, 2018

Analyzing Language Learned by an Active Question Answering Agent.
CoRR, 2018

Transfer Learning with Neural AutoML.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Ask the Right Questions: Active Question Reformulation with Reinforcement Learning.
Proceedings of the 6th International Conference on Learning Representations, 2018

2017
Transfer Learning to Learn with Multitask Neural Model Search.
CoRR, 2017

2014
Algorithms and frameworks for Tree-based Machine Translation and tree structures prediction.
PhD thesis, 2014

Projecting the Knowledge Graph to Syntactic Parsing.
Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, 2014

Undirected Machine Translation with Discriminative Reinforcement Learning.
Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, 2014

2012
Lemmatising Serbian as Category Tagging with Bidirectional Sequence Classification.
Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012

HadoopPerceptron: a Toolkit for Distributed Perceptron Training and Prediction with MapReduce.
Proceedings of the EACL 2012, 2012

Heuristic Cube Pruning in Linear Time.
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, July 8-14, 2012, Jeju Island, Korea, 2012

Lemmatisation as a Tagging Task.
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, July 8-14, 2012, Jeju Island, Korea, 2012

2011
Classification de séquences bidirectionnelles pour des tâches d'étiquetage par apprentissage guidé (Bidirectional Sequence Classification for Tagging Tasks with Guided Learning).
Proceedings of the Actes de la 18e conférence sur le Traitement Automatique des Langues Naturelles. Articles courts, 2011

Heuristic Search for Non-Bottom-Up Tree Structure Prediction.
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 2011

2010
Faster cube pruning.
Proceedings of the 2010 International Workshop on Spoken Language Translation, 2010

2009
A Latent Variable Model of Synchronous Syntactic-Semantic Parsing for Multiple Languages.
Proceedings of the Thirteenth Conference on Computational Natural Language Learning: Shared Task, 2009


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