Dennis DeCoste
Publications by Year
Research Areas
Neural Networks and Applications, Machine Learning and Data Classification, Face and Expression Recognition, Domain Adaptation and Few-Shot Learning, Machine Learning and Algorithms
Most-Cited Works
- → HD-CNN: Hierarchical Deep Convolutional Neural Networks for Large Scale Visual Recognition(2015)923 cited
- → Training Invariant Support Vector Machines(2002)576 cited
- → Machine Learning for Science: State of the Art and Future Prospects(2001)372 cited
- → A Modified Finite Newton Method for Fast Solution of Large Scale Linear SVMs(2005)272 cited
- → Building Support Vector Machines with Reduced Classifier Complexity(2006)266 cited
- → Naïve filterbots for robust cold-start recommendations(2006)156 cited
- → Collaborative prediction using ensembles of Maximum Margin Matrix Factorizations(2006)98 cited
- → Alpha seeding for support vector machines(2000)81 cited
- → An Efficient Method for Computing Leave-One-Out Error in Support Vector Machines With Gaussian Kernels(2004)62 cited
- Data Parameters: A New Family of Parameters for Learning a Differentiable Curriculum(2019)