Vikas Sindhwani

Publications by Year

Research Areas

Face and Expression Recognition, Reinforcement Learning in Robotics, Sparse and Compressive Sensing Techniques, Robotic Path Planning Algorithms, Robot Manipulation and Learning

Most-Cited Works

• Manifold Regularization: A Geometric Framework for Learning from Labeled and Unlabeled Examples(2006)
• → Low-rank matrix factorization for Deep Neural Network training with high-dimensional output targets(2013)599 cited
• → Beyond the point cloud(2005)442 cited
• → Optimization Techniques for Semi-Supervised Support Vector Machines(2008)410 cited
• A Co-Regularization Approach to Semi-supervised Learning with Multiple Views(2005)
• On Manifold Regularization.(2005)
• → SystemML: Declarative machine learning on MapReduce(2011)298 cited
• → Data quality from crowdsourcing(2009)252 cited
• →