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JMLR
2012
11 years 11 months ago
Domain Adaptation: A Small Sample Statistical Approach
We study the prevalent problem when a test distribution differs from the training distribution. We consider a setting where our training set consists of a small number of sample d...
Ruslan Salakhutdinov, Sham M. Kakade, Dean P. Fost...
CORR
2007
Springer
112views Education» more  CORR 2007»
13 years 8 months ago
Adaptive Methods for Linear Programming Decoding
—Detectability of failures of linear programming (LP) decoding and the potential for improvement by adding new constraints motivate the use of an adaptive approach in selecting t...
Mohammad H. Taghavi, Paul H. Siegel
ICDAR
2009
IEEE
13 years 6 months ago
Issues in Performance Evaluation: A Case Study of Math Recognition
Performance evaluation of document recognition systems is a difficult and practically important problem. Issues arise in defining requirements, in characterizing the system's...
Adrien Lapointe, Dorothea Blostein
AAAI
2007
13 years 11 months ago
Topic Segmentation Algorithms for Text Summarization and Passage Retrieval: An Exhaustive Evaluation
In order to solve problems of reliability of systems based on lexical repetition and problems of adaptability of languagedependent systems, we present a context-based topic segmen...
Gaël Dias, Elsa Alves, José Gabriel Pe...
EHCI
2001
13 years 10 months ago
Heuristic Evaluation of Groupware Based on the Mechanics of Collaboration
Despite the increasing availability of groupware, most systems are awkward and not widely used. While there are many reasons for this, a significant problem is that groupware is di...
Kevin Baker, Saul Greenberg, Carl Gutwin