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Andreas Damianou
Researcher, Spotify
Joined
September 2016
Names
Andreas Damianou
(Preferred)
,
Andreas C. Damianou
Emails
****@sheffield.ac.uk
(Confirmed)
,
****@amazon.com
(Confirmed)
,
****@gmail.com
(Confirmed)
,
****@amazon.co.uk
(Confirmed)
,
****@spotify.com
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Career & Education History
Researcher
Spotify
(spotify.com)
2021
–
Present
Senior Machine Learning Scientist
Amazon
(amazon.com)
2019
–
2021
Machine Learning Scientist
Amazon
(amazon.com)
2016
–
2019
Research Associate
University of Sheffield
(sheffield.ac.uk)
2014
–
2016
Advisors, Relations & Conflicts
Coworker
Mounia Lalmas
2021
–
Present
PhD Advisor
Neil D Lawrence
2010
–
2015
Expertise
deep learning
,
transfer learning
Present
Bayesian
,
Gaussian process
Present
deep learning
,
meta-learning
,
graph neural networks
Present
recommender systems
,
generative AI
Present
Publications
Embedding‑to‑Prefix: Continual Personalization with Large Language Models
Bernd Huber
,
Ghazal Fazelnia
,
Andreas Damianou
,
Sebastian Peleato
,
Maksym Lefarov
,
Praveen Chandar
,
Marco De Nadai
,
Mounia Lalmas
,
Paul N. Bennett
CCFM Poster
Readers:
Everyone
Mapping Faithful Reasoning in Language Models
Jiazheng Li
,
Andreas Damianou
,
J Rosser
,
Jose Luis Redondo Garcia
,
Konstantina Palla
Mech Interp Workshop (NeurIPS 2025) Poster
Readers:
Everyone
Personalized Audiobook Recommendations at Spotify Through Graph Neural Networks
Marco De Nadai
,
Francesco Fabbri
,
Paul Gigioli
,
Alice Wang
,
Ang Li
,
Fabrizio Silvestri
,
Laura Kim
,
Shawn Lin
,
Vladan Radosavljevic
,
Sandeep Ghael
,
David Nyhan
,
Hugues Bouchard
,
Mounia Lalmas
,
Andreas Damianou
WWW (Companion Volume) 2024
Readers:
Everyone
Towards Graph Foundation Models for Personalization
Andreas Damianou
,
Francesco Fabbri
,
Paul Gigioli
,
Marco De Nadai
,
Alice Wang
,
Enrico Palumbo
,
Mounia Lalmas
CoRR 2024
Readers:
Everyone
Personalized Audiobook Recommendations at Spotify Through Graph Neural Networks
Marco De Nadai
,
Francesco Fabbri
,
Paul Gigioli
,
Alice Wang
,
Ang Li
,
Fabrizio Silvestri
,
Laura Kim
,
Shawn Lin
,
Vladan Radosavljevic
,
Sandeep Ghael
,
David Nyhan
,
Hugues Bouchard
,
Mounia Lalmas-Roelleke
,
Andreas Damianou
CoRR 2024
Readers:
Everyone
Generating Query Recommendations via LLMs
Andrea Bacciu
,
Enrico Palumbo
,
Andreas Damianou
,
Nicola Tonellotto
,
Fabrizio Silvestri
CoRR 2024
Readers:
Everyone
Active learning for sparse Bayesian multi-label classification
Deepak Vasisht
,
Andreas Damianou
,
Manik Varma
,
Ashish Kapoor
16 Jan 2023
OpenReview Archive Direct Upload
Readers:
Everyone
Graph Learning for Exploratory Query Suggestions in an Instant Search System
Enrico Palumbo
,
Andreas Damianou
,
Alice Wang
,
Alva Liu
,
Ghazal Fazelnia
,
Francesco Fabbri
,
Rui Ferreira
,
Fabrizio Silvestri
,
Hugues Bouchard
,
Claudia Hauff
,
Mounia Lalmas
,
Ben Carterette
,
Praveen Chandar
,
David Nyhan
CIKM 2023
Readers:
Everyone
Efficient Automated Online Experimentation with Multi-Fidelity
Steven Kleinegesse
,
Zhenwen Dai
,
Andreas Damianou
,
Kamil Ciosek
,
Federico Tomasi
Published: 10 Dec 2021, Last Modified: 05 May 2023
NeurIPS 2021 Workshop MetaLearn Poster
Readers:
Everyone
View all 80 publications
Co-Authors
Alice Wang
Alva Liu
Alvaro Maggiar
Andrea Bacciu
Andrew Gordon Wilson
Ang Li
Arpit Jain
Ashish Kapoor
Balakrishnan Narayanaswamy
Ben Carterette
Benjamin Rosman
Benjamin van Niekerk
Bernd Huber
Bharathan Balaji
Carl Henrik Ek
Charlie Dickens
Chun Ye
Claudia Hauff
Costas J. Spanos
César Lincoln C. Mattos
Danica Kragic
Daniel Camilleri
David Nyhan
Deepak Vasisht
Enes Bilgin
View all 91 co-authors