Rajat Raina

Self-taught learning

Rajat Raina, Alexis Battle, Honglak Lee et al. · 2007 · 1.5K citations

Engineering, Machine Learning, Data Science +13

Large-scale deep unsupervised learning using graphics processors

Rajat Raina, Anand Madhavan, Andrew Y. Ng · 2009 · 720 citations

Artificial Intelligence, Sparse Coding, Convolutional Neural Network +17

Constructing informative priors using transfer learning

Rajat Raina, Andrew Y. Ng, Daphne Koller · 2006 · 298 citations

Structured Prediction, Engineering, Machine Learning +17

Classification with Hybrid Generative/Discriminative Models

Rajat Raina, Yirong Shen, Andrew McCallum et al. · Scholarworks (University of Massachusetts Amherst) · 2003 · 201 citations · Full text

Engineering, Machine Learning, Hybrid Model +19

Shift-invariant sparse coding for audio classification

Roger Grosse, Rajat Raina, Helen Kwong et al. · Uncertainty in Artificial Intelligence · 2007 · 158 citations

Sparse Coding, Engineering, Machine Learning +20