Claire Monteleoni

                                                                       

 

Assistant Professor, Computer Science, George Washington University

Adjunct Research Scientist, Center for Computational Learning Systems, Columbia University


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

 
 

News:

  1. Bullet I have joined the Computer Science faculty at George Washington University!

  2. Bullet We received a grant from the Columbia University Department of Statistics for the First International Workshop on Climate Informatics!

  3. Bullet We received a grant from Los Alamos National Laboratory, for the First International Workshop on Climate Informatics!

  4. Bullet We received a grant from the LDEO/GISS Climate Center, for the First International Workshop on Climate Informatics!

  5. Bullet Invited talk at ICDM 2010 Workshop on Knowledge Discovery from Climate Data!

  6. Bullet Our “Tracking Climate Models” paper was awarded Best Application Paper at CIDU 2010!

  7. Bullet Our Climate Informatics project was awarded funding by the Earth Institute!