Avrim Blum
homepage:http://www-2.cs.cmu.edu/~avrim/
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Lectures:

tutorial
flag Online Learning, Regret Minimization, and Game Theory
as author at  Machine Learning Summer School (MLSS), Kioloa 2008,
26155 views
  lecture
flag Semi-Supervised Learning and Learning via Similarity Functions: two key settings for Data-dependent Concept Spaces
as author at  NIPS Workshop on New Challenges in Theoretical Machine Learning: Learning with Data-dependent Concept Spaces, Whistler 2008,
8367 views
invited talk
flag A theory of similarity functions for learning and clustering
as author at  Workshop on Graph Theory and Machine Learning,
8984 views
  lecture
flag Random projection, margins, kernels, and feature-selection
as author at  Workshop on Subspace, Latent Structure and Feature Selection Techniques: Statistical and Optimisation Perspectives, Bohinj 2005,
7667 views
introduction
flag Introduction: Presentations of Different Views on Clustering by the Workshop Organizers
as author at  Clustering,
together with: Ulrike von Luxburg, Shai Ben-David,
5667 views
  lecture
flag On a Theory of Similarity Functions for Learning and Clustering
as author at  Machine Learning Summer School (MLSS), Chicago 2009,
5218 views
demonstration video
flag Trading off Mistakes and Don't-Know Predictions
as author at  Video Journal of Machine Learning Abstracts - Volume 1,
3453 views
  lecture
flag Learning with Multiple Similarity Functions
as author at  NIPS Workshop on Kernel Learning: Automatic Selection of Optimal Kernels, Whistler 2008,
4161 views