Provable cluster-preserving visualizations with curvature-based stochastic neighbor embeddings
https://www.pnas.org/doi/10.1073/pnas.2509171123
Fast and memory-efficient classical machine learning operators
https://github.com/FlashML-org/flashlib
Active Statistical Inference
https://arxiv.org/pdf/2403.03208
How Does Machine Learning Manage Complexity?
https://arxiv.org/abs/2604.07233
A periodic table for machine learning
https://www.microsoft.com/en-us/research/articles/a-periodic-table-for-machine-learning/
Hands-On Machine Learning with Scikit-Learn and PyTorch
https://github.com/ageron/handson-mlp
AutoML-Zero: Evolving Machine Learning Algorithms From Scratch
https://proceedings.mlr.press/v119/real20a.html
Least squares variational inference
https://arxiv.org/abs/2502.18475
One Sample is Enough to Make Conformal Prediction Robust
https://arxiv.org/abs/2506.16553