1 citations · 3 across the 5 of their papers we have counts for
5 papers
Graphical distances & inertia
Jeffrey Cheng, Ian Malcolm Johnson McInnis, Matthew Yee
We study the inertia of distance matrices of weighted graphs. Our novel congruence-based proof of the inertia of weighted trees extends to a proof for the inertia of weighted unicy…
Isometric embedding and spectral constraints for weighted graph metrics
Jeffrey Cheng, Ian Malcolm Johnson McInnis, Matthew Yee
A weighted graph encodes a finite metric space . When is totally decomposable? When does it embed in space? When does its representing matrix have $\leq 1…
Augmenting Supervised Learning by Meta-learning Unsupervised Local Rules
Jeffrey Cheng, Ari Benjamin, Benjamin Lansdell +1
The brain performs unsupervised learning and (perhaps) simultaneous supervised learning. This raises the question as to whether a hybrid of supervised and unsupervised methods will…
Bilingual is At Least Monolingual (BALM): A Novel Translation Algorithm that Encodes Monolingual Priors
Jeffrey Cheng, Chris Callison-Burch
State-of-the-art machine translation (MT) models do not use knowledge of any single language's structure; this is the equivalent of asking someone to translate from English to Germ…
AI Reasoning Systems: PAC and Applied Methods
Jeffrey Cheng
Learning and logic are distinct and remarkable approaches to prediction. Machine learning has experienced a surge in popularity because it is robust to noise and achieves high perf…