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ALT
2007
Springer
14 years 5 months ago
Learning and Verifying Graphs Using Queries with a Focus on Edge Counting
We consider the problem of learning and verifying hidden graphs and their properties given query access to the graphs. We analyze various queries (edge detection, edge counting, sh...
Lev Reyzin, Nikhil Srivastava
MLDM
2009
Springer
14 years 2 months ago
Drift-Aware Ensemble Regression
Abstract. Regression models are often required for controlling production processes by predicting parameter values. However, the implicit assumption of standard regression techniqu...
Frank Rosenthal, Peter Benjamin Volk, Martin Hahma...
ICALT
2008
IEEE
14 years 2 months ago
NOESIS: An Enhanced Educational Environment for Kids with Autism Spectrum Disorders
A novel educational environment for kids with autistic spectrum disorders (ASDs), namely NOESIS, is presented in this paper. NOESIS takes into account ASD kids’ individual chara...
Iason Vittorias, Panagiotis Petrantonakis, Dimitri...
IPPS
2007
IEEE
14 years 2 months ago
A Fault Tolerance Protocol with Fast Fault Recovery
Fault tolerance is an important issue for large machines with tens or hundreds of thousands of processors. Checkpoint-based methods, currently used on most machines, rollback all ...
Sayantan Chakravorty, Laxmikant V. Kalé
ECML
2007
Springer
14 years 2 months ago
Policy Gradient Critics
We present Policy Gradient Actor-Critic (PGAC), a new model-free Reinforcement Learning (RL) method for creating limited-memory stochastic policies for Partially Observable Markov ...
Daan Wierstra, Jürgen Schmidhuber