Iolo Jones
@iolo-jones.bsky.social
PhD student in geometry / geometric data analysis and ML at Durham
www.iolojones.co.uk
www.iolojones.co.uk
Reposted by Iolo Jones
It's epoch 50. Do you know whether your LLM is grokking?
In our #NeurIPS2025 paper "Less is More: Local Intrinsic Dimensions of Contextual Language Models," we study how the local intrinsic dimension (LID) of embeddings changes during training and fine-tuning.
#research
🧵1/n
In our #NeurIPS2025 paper "Less is More: Local Intrinsic Dimensions of Contextual Language Models," we study how the local intrinsic dimension (LID) of embeddings changes during training and fine-tuning.
#research
🧵1/n
November 3, 2025 at 3:32 PM
It's epoch 50. Do you know whether your LLM is grokking?
In our #NeurIPS2025 paper "Less is More: Local Intrinsic Dimensions of Contextual Language Models," we study how the local intrinsic dimension (LID) of embeddings changes during training and fine-tuning.
#research
🧵1/n
In our #NeurIPS2025 paper "Less is More: Local Intrinsic Dimensions of Contextual Language Models," we study how the local intrinsic dimension (LID) of embeddings changes during training and fine-tuning.
#research
🧵1/n
Reposted by Iolo Jones
Pretty humbled to win one of the poster prizes at the joint BMC/BAMC conference this week for my work with @nina-otter.bsky.social and Renata Turkeš on persistent homology transforms!
Check out our paper here if you haven’t already arxiv.org/pdf/2412.18452
Check out our paper here if you haven’t already arxiv.org/pdf/2412.18452
June 26, 2025 at 1:23 PM
Pretty humbled to win one of the poster prizes at the joint BMC/BAMC conference this week for my work with @nina-otter.bsky.social and Renata Turkeš on persistent homology transforms!
Check out our paper here if you haven’t already arxiv.org/pdf/2412.18452
Check out our paper here if you haven’t already arxiv.org/pdf/2412.18452
Thanks a lot to AATRN for having me yesterday!
See below for my talk about diffusion geometry, including new stuff like geodesics, PDEs e.g. wave equation, and circular coordinates
See below for my talk about diffusion geometry, including new stuff like geodesics, PDEs e.g. wave equation, and circular coordinates
February 27, 2025 at 12:50 PM
Thanks a lot to AATRN for having me yesterday!
See below for my talk about diffusion geometry, including new stuff like geodesics, PDEs e.g. wave equation, and circular coordinates
See below for my talk about diffusion geometry, including new stuff like geodesics, PDEs e.g. wave equation, and circular coordinates
Reposted by Iolo Jones
I’m SO excited and grateful to be one of the artists in residence at @eurogeosciences.bsky.social this year! Looking forward to lots of discussions about #geoart 🌋🦖
You can read more about it here t.co/hNC8fnU13N and introduce yourself to Liliane, another artist in residence!
You can read more about it here t.co/hNC8fnU13N and introduce yourself to Liliane, another artist in residence!
January 17, 2025 at 3:11 PM
I’m SO excited and grateful to be one of the artists in residence at @eurogeosciences.bsky.social this year! Looking forward to lots of discussions about #geoart 🌋🦖
You can read more about it here t.co/hNC8fnU13N and introduce yourself to Liliane, another artist in residence!
You can read more about it here t.co/hNC8fnU13N and introduce yourself to Liliane, another artist in residence!
Reposted by Iolo Jones
Very pleased to announce that our package for Multiscale Spatial Analysis - MuSpAn - has landed!
The preprint is on biorxiv now, but you can find a lot more details at www.muspan.co.uk, including documentation, worked tutorials (an ever-expanding list), install guides, and how to get the code!
The preprint is on biorxiv now, but you can find a lot more details at www.muspan.co.uk, including documentation, worked tutorials (an ever-expanding list), install guides, and how to get the code!
December 9, 2024 at 2:12 PM
Very pleased to announce that our package for Multiscale Spatial Analysis - MuSpAn - has landed!
The preprint is on biorxiv now, but you can find a lot more details at www.muspan.co.uk, including documentation, worked tutorials (an ever-expanding list), install guides, and how to get the code!
The preprint is on biorxiv now, but you can find a lot more details at www.muspan.co.uk, including documentation, worked tutorials (an ever-expanding list), install guides, and how to get the code!