Work

Improved Elastic Weight Consolidation

An optimization-theoretic derivation of EWC and IEWC for continual learning

Temporal Regularized Learning

A spatially and temporally local learning rule derived from a VICReg-style objective

pptrain, a library for prepretraining

What is Delay Flow Matching doing?

Prepretraining tested: it doesn’t work

Parameter sharing works best across width

Recursive Union-of-Manifolds Diagnostics Beyond Images

Critical flaws in `Avoid Catastrophic Forgetting with Rank-1 Fisher from Diffusion Models’

Chemokinesis and the Curse of Dimensionality

Three Underrated Theorems in Probability

Closed-Form Initialization

An analytical approach to neural network initialization using covariance and eigendecomposition

Gradient Routing for Continual Learning

Evaluating sparsity and gradient-reweighted updates as a mechanism for continual learning

Clac

A series of programming language projects exploring pattern matching, macro expansion, and interpreter design

PV Growth Forecasting

Multivariate time series forecasting of photovoltaic electricity production in Germany