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Donal Byrne
Researcher, CFDX
Joined
May 2023
Names
Donal Byrne
(Preferred)
,
Donal John Byrne
Emails
****@me.com
(Confirmed)
,
****@instadeep.com
(Confirmed)
,
****@cfdx.io
(Confirmed)
Personal Links
LinkedIn
Career & Education History
Researcher
CFDX
(cfdx.io)
2024
–
Present
Advisors, Relations & Conflicts
No relations added
Expertise
LLMs
2023
–
Present
Reinforcement Learning
2022
–
Present
Distributed Computing
2020
–
Present
Publications
Generating and decoding methylated DNA with a Human Epigenetic Foundation Model
Pouya Niki
,
Christoforos Nalmpantis
,
Javkhlan-Ochir Ganbat
,
Donal Byrne
,
Pooja Kathail
,
Husam Babikir
,
Anjeet Jhutty
,
Andrey Karailiev
,
Francisco M Martín-Zamora
,
Luca Giacomoni
,
Timing Liu
,
Netanel Loyfer
,
Ivan Koychev
,
Hannah Madan
,
Jonathan C M Wan
,
Ravi Solanki
GenBio 2026 Poster
Readers:
Everyone
Generating and decoding methylated DNA with a Human Epigenetic Foundation Model
Pouya Niki
,
Christoforos Nalmpantis
,
Javkhlan-Ochir Ganbat
,
Donal Byrne
,
Husam Babikir
,
Anjeet Jhutty
,
Andrey Karailiev
,
Pooja Kathail
,
Luca Giacomoni
,
Francisco M Martín-Zamora
,
Netanel Loyfer
,
Khaled Kamal Saab
,
Hannah Madan
,
Jonathan C M Wan
,
Ravi Solanki
MLGenX 2026 Poster
Readers:
Everyone
Generating and decoding methylated DNA with a Human Epigenetic Foundation Model
Pouya Niki
,
Christoforos Nalmpantis
,
Javkhlan-Ochir Ganbat
,
Donal Byrne
,
Husam Babikir
,
Anjeet Jhutty
,
Andrey Karailiev
,
Pooja Kathail
,
Luca Giacomoni
,
Francisco M Martín-Zamora
,
Netanel Loyfer
,
Khaled Kamal Saab
,
Hannah Madan
,
Jonathan C M Wan
,
Ravi Solanki
Gen² 2026 Poster
Readers:
Everyone
SMX: Sequential Monte Carlo Planning for Expert Iteration
Edan Toledo
,
Matthew Macfarlane
,
Donal John Byrne
,
Siddarth Singh
,
Paul Duckworth
,
Alexandre Laterre
FoRLaC Poster
Readers:
Everyone
SPO: Sequential Monte Carlo Policy Optimisation
Matthew Macfarlane
,
Edan Toledo
,
Donal John Byrne
,
Paul Duckworth
,
Alexandre Laterre
NeurIPS 2024 poster
Readers:
Everyone
Jumanji: a Diverse Suite of Scalable Reinforcement Learning Environments in JAX
Clément Bonnet
,
Daniel Luo
,
Donal John Byrne
,
Shikha Surana
,
Sasha Abramowitz
,
Paul Duckworth
,
Vincent Coyette
,
Laurence Illing Midgley
,
Elshadai Tegegn
,
Tristan Kalloniatis
,
Omayma Mahjoub
,
Matthew Macfarlane
,
Andries Petrus Smit
,
Nathan Grinsztajn
,
Raphael Boige
,
Cemlyn Neil Waters
,
Mohamed Ali Ali Mimouni
,
Ulrich Armel Mbou Sob
,
Ruan John de Kock
,
Siddarth Singh
et al. (4 additional authors not shown)
ICLR 2024 poster
Readers:
Everyone
Co-Authors
Alexandre Laterre
Andrey Karailiev
Andries Petrus Smit
Anjeet Jhutty
Arnu Pretorius
Cemlyn Neil Waters
Christoforos Nalmpantis
Clément Bonnet
Daniel Furelos-Blanco
Daniel Luo
Edan Toledo
Elshadai Tegegn
Francisco M Martín-Zamora
Hannah Madan
Husam Babikir
Ivan Koychev
Javkhlan-Ochir Ganbat
Jonathan C M Wan
Khaled Kamal Saab
Laurence Illing Midgley
Luca Giacomoni
Matthew Macfarlane
Mohamed Ali Ali Mimouni
Nathan Grinsztajn
Netanel Loyfer
View all 40 co-authors