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COLT
2007
Springer
16 years 26 days ago
Multi-view Regression Via Canonical Correlation Analysis
In the multi-view regression problem, we have a regression problem where the input variable (which is a real vector) can be partitioned into two different views, where it is assum...
Sham M. Kakade, Dean P. Foster
GECCO
2007
Springer
187views Optimization» more  GECCO 2007»
16 years 26 days ago
Defining implicit objective functions for design problems
In many design tasks it is difficult to explicitly define an objective function. This paper uses machine learning to derive an objective in a feature space based on selected examp...
Sean Hanna
SIGCSE
2000
ACM
119views Education» more  SIGCSE 2000»
15 years 11 months ago
Bugs as features: teaching network protocols through debugging
Being exposed to well-written code is a valuable experience for students -- especially when the code is larger or more complex than they are currently capable of writing. In addit...
Brad Richards
ILP
1999
Springer
15 years 11 months ago
Probabilistic Relational Models
Most real-world data is heterogeneous and richly interconnected. Examples include the Web, hypertext, bibliometric data and social networks. In contrast, most statistical learning...
Daphne Koller
AGENTS
1997
Springer
15 years 11 months ago
Increasing Believability in Animated Pedagogical Agents
Animated pedagogical agents o er great promise for knowledge-based learning environments. In addition to coupling feedback capabilities with a strong visual presence, these agents...
James C. Lester, Brian A. Stone