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EMNLP
2010
15 years 16 days ago
Multi-Document Summarization Using A* Search and Discriminative Learning
Ahmet Aker, Trevor Cohn, Robert J. Gaizauskas
118
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AIPS
2011
14 years 6 months ago
Learning Inadmissible Heuristics During Search
Jordan Tyler Thayer, Austin J. Dionne, Wheeler Rum...
133
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NIPS
1993
15 years 3 months ago
Optimal Stochastic Search and Adaptive Momentum
Stochastic optimization algorithms typically use learning rate schedules that behave asymptotically as (t) = 0=t. The ensemble dynamics (Leen and Moody, 1993) for such algorithms ...
Todd K. Leen, Genevieve B. Orr
ESANN
2008
15 years 4 months ago
Interpretable ensembles of local models for safety-related applications
Abstract. This paper discusses a machine learning approach for binary classification problems which satisfies the specific requirements of safety-related applications. The approach...
Sebastian Nusser, Clemens Otte, Werner Hauptmann