News

News:

• December 2023: The Guardian wrote an article about our tongue paper!
• November 2023: Our paper ‘Machine learning and Topological data analysis identify unique features of human papillae in 3D scans’ has been accepted for publication at Scientific Reports!
• August 2023: I will be starting a Data Science internship at Google
• June 2023: Our paper ‘Metric Space Magnitude and Generalisation in Neural Networks’ was accepted as the TAG-DS at ICML 2023
• April 2023: I will be joining Bastian Rieck ‘s AIDOS group at Helmholtz Zentrum Munich for 3 months. I am funded by the EpiCrossBorders programme and the CDT in Biomedical AI.
• December 2022: Our paper ‘Euler characteristic surfaces’ has officially been published in Foundations of Data Science, part of the special issue on ‘Topological methods in data analysis, machine learning and artificial intelligence’
• June 2022: New preprint on ‘Differentially private shapley values for data evaluation’ is out on arXiv!
• September 2021: Our paper ‘Euler characteristic surfaces’ was accepted at Foundations of Data Science, AIMS journal as part of the special issue on ‘Topological methods in data analysis, machine learning and artificial intelligence’!
• July 2021: Our paper on ‘Topological detection of Alzheimer’s disease using Betti curves.’ was accepted at the 1st Topological Data Analysis and Its Applications for Medical Data workshop at MICCAI 2021
• June 2021: Will be attending OxML summer school virtually in August 2021
• May 2021: Will be attending LOGML summer school in July 2021
• March 2021: Extended abstract on ‘A geometric approach to papillae identification in 3D meshes.’ was accepted at YRF at SoCG 2021
• November 2020: Won joint second place at Giotto-TDA Challenge 2020 with a notebook on ‘‘Exploring brain artery trees with Giotto-tda’’. The purpose of this challenge is to create the best use-case of applied topology of the year. The code can be found here. The pre-processed dataset is available upon request. I co-authored a blogpost in Medium on the topic.
• July 2020: 2 papers accepted at the International Workshop on Ophthalmic Medical Image Analysis, part of MICCAI 2020 (‘A framework for the discovery of retinal biomarkers in Optical Coherence Tomography Angiography (OCTA)’ and ‘DR detection using Optical Coherence Tomography Angiography (OCTA): A transfer learning approach with robustness analysis’)