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ICDM
2009
IEEE
160views Data Mining» more  ICDM 2009»
15 years 8 months ago
Fast Online Training of Ramp Loss Support Vector Machines
—A fast online algorithm OnlineSVMR for training Ramp-Loss Support Vector Machines (SVMR s) is proposed. It finds the optimal SVMR for t+1 training examples using SVMR built on t...
Zhuang Wang, Slobodan Vucetic
ICML
2009
IEEE
15 years 8 months ago
Split variational inference
We propose a deterministic method to evaluate the integral of a positive function based on soft-binning functions that smoothly cut the integral into smaller integrals that are ea...
Guillaume Bouchard, Onno Zoeter
ICML
2008
IEEE
16 years 2 months ago
Bayesian probabilistic matrix factorization using Markov chain Monte Carlo
Low-rank matrix approximation methods provide one of the simplest and most effective approaches to collaborative filtering. Such models are usually fitted to data by finding a MAP...
Ruslan Salakhutdinov, Andriy Mnih
SIGCSE
2010
ACM
175views Education» more  SIGCSE 2010»
15 years 8 months ago
Compatibility of partnered students in computer science education
This paper details the results of an investigation into the compatibility of partnered computer science students. The study involved approximately 290 students at the University o...
Joshua Sennett, Mark Sherriff
ATAL
2006
Springer
15 years 5 months ago
Predicting people's bidding behavior in negotiation
This paper presents a statistical learning approach to predicting people's bidding behavior in negotiation. Our study consists of multiple 2-player negotiation scenarios wher...
Ya'akov Gal, Avi Pfeffer