A Neural Difference-of-Entropies Estimator for Mutual Information
To appear in European Conference on Artificial Intelligence (ECAI) 2025, 2025
CV
Education
- Ph.D in Version Control Theory, GitHub University, 2018 (expected)
- M.S. in Jekyll, GitHub University, 2014
- B.S. in GitHub, GitHub University, 2012
Work experience
- Spring 2024: Academic Pages Collaborator
- Github University
- Duties includes: Updates and improvements to template
- Supervisor: The Users
- Fall 2015: Research Assistant
- Github University
- Duties included: Merging pull requests
- Supervisor: Professor Hub
- Summer 2015: Research Assistant
- Github University
- Duties included: Tagging issues
- Supervisor: Professor Git
Skills
- Skill 1
- Skill 2
- Sub-skill 2.1
- Sub-skill 2.2
- Sub-skill 2.3
- Skill 3
Publications
Sharp phase transitions in Euclidean integral geometry
To appear in High Dimensional Probability X, 2025
Partitioning Theorems for Sets of Semi-Pfaffian Sets, with Applications
arXiv preprint arXiv:2412.02961, 2025
Categorising SME Bank Transactions with Machine Learning and Synthetic Data Generation
arXiv preprint arXiv:2508.05425, 2025
Molecular subtype, biological sex and age shape melanoma tumour evolution
British Journal of Dermatology 184 (2), 328-337, 2021
Dimensionality reduction fork-distance applied to persistent homology
Journal of Applied and Computational Topology 5 (4), 671-691, 2021
Wilkinson’s bus: Weak condition numbers, with an application to singular polynomial eigenproblems
Foundations of Computational Mathematics 20 (6), 1439-1473, 2020
Effective condition number bounds for convex regularization
IEEE Transactions on Information Theory 66 (4), 2501-2516, 2020
Dimensionality reduction for k-distance applied to persistent homology
36th International Symposium on Computational Geometry (SoCG 2020), 10: 1-10: 15, 2020
Concentration of the intrinsic volumes of a convex body
Geometric Aspects of Functional Analysis: Israel Seminar (GAFA) 2017-2019 …, 2020
Persistent homology for low-complexity models
Proceedings of the Royal Society A 475 (2230), 20190081, 2019
On the error in phase transition computations for compressed sensing
IEEE Transactions on Information Theory 65 (10), 6620-6632, 2019
Chronic UV damage of the stroma improves melanoma survival
Cancer Research 79 (13_Supplement), 2022-2022, 2019
Biological sex and age shape melanoma tumour evolution
bioRxiv, 828038, 2019
The dynamics of mutation rate, aging and extrinsic risk in melanoma development
Cancer Research, 2018
Intrinsic volumes of polyhedral cones: a combinatorial perspective
Discrete & Computational Geometry 58 (2), 371-409, 2017
Average-case complexity without the black swans
Journal of Complexity 41, 82-101, 2017
On the volume of tubular neighborhoods of real algebraic varieties
Proceedings of the AMS 143, 1875-1889, 2015
Living on the edge: Phase transitions in convex programs with random data
Information and Inference: A Journal of the IMA 3 (3), 224-294, 2014
Coverage processes on spheres and condition numbers for linear programming
The Annals of Probability 38 (2) 570-604, 2010
Adversarial smoothed analysis
Journal of Complexity 26 (3), 255-262, 2010
The probability that a slightly perturbed numerical analysis problem is difficult
Mathematics of Computation 77 (263), 1559-1583, 2008
The complexity of computing the Hilbert polynomial of smooth equidimensional complex projective varieties
Foundations of Computational Mathematics 7 (1), 59-86, 2007
Smoothed analysis of complex conic condition numbers
Journal de mathématiques pures et appliquées 86 (4), 293-309, 2006
General formulas for the smoothed analysis of condition numbers
Comptes Rendus Mathematique 343 (2), 145-150, 2006
Counting Complexity Classes for Numeric Computations. III: Complex Projective Sets
Foundations of Computational Mathematics 5 (4), 351-387, 2005
On the algebraic complexity of some families of coloured Tutte polynomials
Advances in Applied Mathematics 32 (1-2), 327-349, 2004
Lower bounds on the bounded coefficient complexity of bilinear maps
Journal of the ACM (JACM) 51 (3), 464-482, 2004
Talks
Conference Proceeding talk 3 on Relevant Topic in Your Field
Conference proceedings talk at Testing Institute of America 2014 Annual Conference, Los Angeles, CA
Talk 2 on Relevant Topic in Your Field
Talk at London School of Testing, London, UK
Tutorial 1 on Relevant Topic in Your Field
Tutorial at UC-Berkeley Institute for Testing Science, Berkeley CA, USA
Talk 1 on Relevant Topic in Your Field
Talk at UC San Francisco, Department of Testing, San Francisco, California
Teaching
MA254/354 Theory of ODEs
Warwick University, Mathematics Institute, 2026
Service and leadership
- Currently signed in to 43 different slack teams