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SODA
2004
ACM
116views Algorithms» more  SODA 2004»
15 years 8 months ago
Retroactive data structures
We introduce a new data structuring paradigm in which operations can be performed on a data structure not only in the present but also in the past. In this new paradigm, called ret...
Erik D. Demaine, John Iacono, Stefan Langerman
181
Voted
ICML
2010
IEEE
15 years 8 months ago
Boosting Classifiers with Tightened L0-Relaxation Penalties
We propose a novel boosting algorithm which improves on current algorithms for weighted voting classification by striking a better balance between classification accuracy and the ...
Noam Goldberg, Jonathan Eckstein
205
Voted
RECSYS
2010
ACM
15 years 7 months ago
Incremental collaborative filtering via evolutionary co-clustering
Collaborative filtering is a popular approach for building recommender systems. Current collaborative filtering algorithms are accurate but also computationally expensive, and so ...
Mohammad Khoshneshin, W. Nick Street
163
Voted
CORR
2010
Springer
60views Education» more  CORR 2010»
15 years 7 months ago
A Novel Scheme for Secured Data Transfer Over Computer Networks
: This paper presents a novel encryption-less algorithm to enhance security in transmission of data in networks. The algorithm uses an intuitively simple idea of a `jigsaw puzzle&#...
Rangarajan Vasudevan, Ajith Abraham, Sugata Sanyal
167
Voted
CORR
2010
Springer
104views Education» more  CORR 2010»
15 years 7 months ago
Empirical learning aided by weak domain knowledge in the form of feature importance
Standard hybrid learners that use domain knowledge require stronger knowledge that is hard and expensive to acquire. However, weaker domain knowledge can benefit from prior knowle...
Ridwan Al Iqbal