Machine Learning and Robotics

Related information

Publications

Measuring the structural complexity of music: fromstructural segmentations to the automatic evaluation of models for music generation

Research output: Contribution to journal › Article › peer-review

Provable training of a ReLU gate with an iterative non-gradient algorithm

Research output: Contribution to journal › Article › peer-review

Bias-Variance Decompositions for Margin Losses

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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Projects

European Training Network on PErsonalized Robotics as SErvice Oriented applications

Project: Research

From Social Interaction to Abstract Concepts and Words: Towards Human-centered Technology Development (TRAINCREASE)

Project: Research

Innovative routes to monoterpene hydrocarbons and their high value derivatives

Project: Research

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Activities

Generalization Bounds for DeepONets while Solving Differential Equations

Activity: Talk or presentation › Invited talk

Communications in Computational Physics (Journal)

Activity: Publication peer-review and editorial work › Publication peer-review

Journal of Machine Learning Research (Journal)

Activity: Publication peer-review and editorial work › Publication peer-review

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Media coverage and contribution

DAILY EXPRESS: Sunak urged to deploy immediate investment to tackle inflation crisis

Press/Media: Expert comment

MAIL ONLINE: Computers made from HUMAN CELLS: PCs of the future could be made smaller and faster by creating chips based on proteins found in our bodies

Press/Media: Expert comment

MAIL ONLINE: Robot scientist finds a toothpaste ingredient could help in the fight against malaria

Press/Media: Research

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Datasets

Predicting Rice Phenotypes with Meta and Multi-Target Learning

Dataset

Predicting Rice Phenotypes with Meta-Learning

Dataset

Rice genotype and phenotype data.

Dataset

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Prizes

Walter L. Robb Fellowship

Prize: Fellowship awarded competitively

Inaugural MINDS (JHU) Data Science Fellowship for 2019/2020

Prize: Fellowship awarded competitively

2019 IEEE ICDL-EPIROB Modelbot Award

Prize: Prize (including medals and awards)

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Impact

Making industrial installations safer and more efficient by identifying real and false alarms

Impact: Economic

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