Claire Monteleoni

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I am currently a research scientist in the Center for Computational Learning Systems at Columbia University. Previously, I was a postdoc with Sanjoy Dasgupta, in Computer Science and Engineering at UC San Diego.

Ph.D. '06, S.M. '03, EECS, MIT.

Advisor: Tommi Jaakkola, at CSAIL.

A.B. EPS, Harvard.

Research focus: machine learning.

Theory and algorithms:     

  1. Bullet Privacy-preserving machine learning

  2. Bullet Active and semi-supervised learning

  3. Bullet Learning with online constraints

  4. Bullet Embeddings, sparsity, and high-dimensionality


  1. Bullet Climate science, energy conservation

  2. Bullet Computer networks, computer vision

  3. Bullet Finance