Claire Monteleoni

                                                                       

 

Assistant Professor, Computer Science, George Washington University


Affiliations:

  1. Bullet GW Institute for Sustainability (GWIS)

  2. Bullet GW SEAS Energy Institute

  3. Bullet GW Cyber Security Policy and Research Institute (CSPRI)

   

Postdoc. 2006-2008, CSE, UC San Diego.  Advisor: Sanjoy Dasgupta.

Ph.D. 2006, S.M. 2003, CSAIL, EECS, MIT.  Advisor: Tommi Jaakkola.

A.B. EPS, Harvard.

Research focus: machine learning.


Theory and algorithms:     

  1. Bullet Learning from data streams

  2. Bullet Active, semi-supervised, and unsupervised learning

  3. Bullet Privacy-preserving machine learning

  4. Bullet Embeddings, sparsity, and high-dimensionality


Applications:

  1. Bullet Climate science (see our page on Climate Informatics), energy conservation

  2. Bullet Computer networks, computer vision

  3. Bullet Finance

 
 

Recent news:

  1. Bullet Invited Tutorial at NIPS 2014!

  2. Bullet Invited talk at NIST!

  3. Bullet See this article about our research in Planet Forward!

  4. Bullet Invited talk in Applied Mathematics at Brown University, 2014!

  5. Bullet Invited talk in Mathematics and Statistics at Georgetown University, 2014!

  6. Bullet Invited talk at AGU 2013!

  7. Bullet Awarded NSF grant: Climate Informatics Workshop!

  8. Bullet Invited talk at Discovery Informatics 2013!

  9. Bullet Two papers at ALT 2013!

  10. Bullet Invited talk at Climate Informatics 2013!

  11. Bullet PhD student Mahesh Mohan has joined the GW Machine Learning group!

  12. Bullet Late-Breaking Paper at AAAI 2013!

  13. Bullet Invited talk at the US Census Bureau!