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» On Aggregating Teams of Learning Machines
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COLT
2006
Springer
13 years 11 months ago
Aggregation and Sparsity Via l1 Penalized Least Squares
Florentina Bunea, Alexandre B. Tsybakov, Marten H....
COLT
2007
Springer
14 years 2 months ago
Aggregation by Exponential Weighting and Sharp Oracle Inequalities
In the present paper, we study the problem of aggregation under the squared loss in the model of regression with deterministic design. We obtain sharp oracle inequalities for conve...
Arnak S. Dalalyan, Alexandre B. Tsybakov
ICALT
2005
IEEE
14 years 1 months ago
Trial of Team Activities in an Engineering Design Course with a Web Communication Tool
The purpose of this study is to consider how to use an electronic learning (e-learning) system in engineering design. The first e-learning trial in an engineering design course wa...
Kazuya Takemata, Nobuyuki Naoe, Masakatsu Matsuish...
ML
1998
ACM
117views Machine Learning» more  ML 1998»
13 years 7 months ago
Learning Team Strategies: Soccer Case Studies
We use simulated soccer to study multiagent learning. Each team's players (agents) share action set and policy, but may behave di erently due to position-dependent inputs. All...
Rafal Salustowicz, Marco Wiering, Jürgen Schm...
ALT
2005
Springer
14 years 4 months ago
Non U-Shaped Vacillatory and Team Learning
U-shaped learning behaviour in cognitive development involves learning, unlearning and relearning. It occurs, for example, in learning irregular verbs. The prior cognitive science...
Lorenzo Carlucci, John Case, Sanjay Jain, Frank St...