Question 1

What is CMU Machine Learning Department known for?

Accepted Answer

The world's first machine learning department: Libratus poker, Transformer-XL, XLNet and Mamba. Landmarks: Superhuman AI for heads-up no-limit poker: Libratus beats top professionals (2017); DARTS: Differentiable Architecture Search (2018); Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context (2019); XLNet: Generalized Autoregressive Pretraining for Language Understanding (2019).

Question 2

Who leads CMU Machine Learning Department?

Accepted Answer

Zico Kolter, Department Head.

Question 3

What kind of organization is CMU Machine Learning Department?

Accepted Answer

Academic within Carnegie Mellon University, founded in 2006, based in Pittsburgh.

Year	Contribution	Source
2017	Superhuman AI for heads-up no-limit poker: Libratus beats top professionalsscience.org	science.org
2018	DARTS: Differentiable Architecture Searcharxiv.org	arxiv.org
2019	Transformer-XL: Attentive Language Models Beyond a Fixed-Length Contextarxiv.org	arxiv.org
2019	XLNet: Generalized Autoregressive Pretraining for Language Understandingarxiv.org	arxiv.org
2023	Mamba: Linear-Time Sequence Modeling with Selective State Spacesarxiv.org	arxiv.org

Where	Link
Website	ml.cmu.edu
Blog	blog.ml.cmu.edu
X	@mldcmu
Papers	Lab page on Papers

CMU Machine Learning Department

Known for

Leaders

Papers on Papers

Links

Lab changes by email