Columbia University · Department of Computer Science · est. 2004 as the DNA Lab

QuAINt

Quantum · AI · NeTworking

One lab, two directors, three subjects. QuAINt works on quantum computation, the theory of modern AI, and the networks underneath both.

Directed by Dan Rubenstein and Vishal Misra. Formerly the DNA Lab: Distributed Network Analysis.

Quantum

Quantum computation & resilience

Foundations for quantum computation and resilience, and for the networks a quantum Internet will need.

AI

The theory of learning machines

A Bayesian account of how large language models learn. Also causal inference, synthetic control, and AI in the sciences.

Networking

Networks & their economics

Twenty years of models and systems for the Internet: congestion control, overlay defense, and the economics of who pays for the network.

Publications

Publications.

Pulled live from the lab's database. Filter by area below, or open the full archive for every paper back to 1992, with PDFs and slides.