Andrea Gesmundo

is this you? claim profile

0 followers
Google

Temporal coding in spiking neural networks with alpha synaptic function

The timing of individual neuronal spikes is essential for biological bra...
07/30/2019 ∙ by Iulia M. Comsa, et al. ∙ 15 ∙ share

read it
Transfer Learning to Learn with Multitask Neural Model Search

Deep learning models require extensive architecture design exploration a...
10/30/2017 ∙ by Catherine Wong, et al. ∙ 0 ∙ share

read it
Ask the Right Questions: Active Question Reformulation with Reinforcement Learning

We frame Question Answering as a Reinforcement Learning task, an approac...
05/22/2017 ∙ by Christian Buck, et al. ∙ 0 ∙ share

read it
Analyzing Language Learned by an Active Question Answering Agent

We analyze the language learned by an agent trained with reinforcement l...
01/23/2018 ∙ by Christian Buck, et al. ∙ 0 ∙ share

read it
Transfer Automatic Machine Learning

Building effective neural networks requires many design choices. These i...
03/07/2018 ∙ by Catherine Wong, et al. ∙ 0 ∙ share

read it
Neural Architecture Search Over a Graph Search Space

Neural architecture search (NAS) enabled the discovery of state-of-the-a...
12/27/2018 ∙ by Quentin de Laroussilhe, et al. ∙ 0 ∙ share

read it
Evolutionary-Neural Hybrid Agents for Architecture Search

Neural Architecture Search has recently shown potential to automate the ...
11/24/2018 ∙ by Krzysztof Maziarz, et al. ∙ 0 ∙ share

read it
Fast Task-Aware Architecture Inference

Neural architecture search has been shown to hold great promise towards ...
02/15/2019 ∙ by Efi Kokiopoulou, et al. ∙ 0 ∙ share

read it
Parameter-Efficient Transfer Learning for NLP

Fine-tuning large pre-trained models is an effective transfer mechanism ...
02/02/2019 ∙ by Neil Houlsby, et al. ∙ 0 ∙ share

read it
Transfer NAS: Knowledge Transfer between Search Spaces with Transformer Agents

Recent advances in Neural Architecture Search (NAS) have produced state-...
06/19/2019 ∙ by Zalán Borsos, et al. ∙ 0 ∙ share

read it
Gumbel-Matrix Routing for Flexible Multi-task Learning

This paper proposes a novel per-task routing method for multi-task appli...
10/10/2019 ∙ by Krzysztof Maziarz, et al. ∙ 0 ∙ share

read it
Ranking architectures using meta-learning

Neural architecture search has recently attracted lots of research effor...
11/26/2019 ∙ by Alina Dubatovka, et al. ∙ 0 ∙ share

read it

Andrea Gesmundo

Featured Co-authors

Wei Wang

Sylvain Gelly

Stanisław Jastrzębski

Neil Houlsby

Jesse Berent

Massimiliano Ciaramita

Jyrki Alakuijala

Gábor Bartók

Efi Kokiopoulou

Luca Versari

Christian Buck

Temporal coding in spiking neural networks with alpha synaptic function

Transfer Learning to Learn with Multitask Neural Model Search

Ask the Right Questions: Active Question Reformulation with Reinforcement Learning

Analyzing Language Learned by an Active Question Answering Agent

Transfer Automatic Machine Learning

Neural Architecture Search Over a Graph Search Space

Evolutionary-Neural Hybrid Agents for Architecture Search

Fast Task-Aware Architecture Inference

Parameter-Efficient Transfer Learning for NLP

Transfer NAS: Knowledge Transfer between Search Spaces with Transformer Agents

Gumbel-Matrix Routing for Flexible Multi-task Learning

Ranking architectures using meta-learning