Computer Science

Perturbation based Large Margin Approach for Ranking AISTATS 2012 Query Complexity of Derivative-Free Optimization NeurIPS 2012 Scalable nonconvex inexact proximal splitting NeurIPS 2012 Sketch-Based Linear Value Function Approximation NeurIPS 2012 Spectral Learning of General Weighted Automata via Constrained Matrix Completion NeurIPS 2012 Super-Bit Locality-Sensitive Hashing NeurIPS 2012 Tight Bounds on Proper Equivalence Query Learning of DNF COLT 2012 Unsupervised SVMs: On the Complexity of the Furthest Hyperplane Problem COLT 2012 Waveform Driven Plasticity in BiFeO3 Memristive Devices: Model and Implementation NeurIPS 2012 Wavelet based multi-scale shape features on arbitrary surfaces for cortical thickness discrimination NeurIPS 2012 (weak) Calibration is Computationally Hard COLT 2012 Active Ranking using Pairwise Comparisons NeurIPS 2011 Algorithms and hardness results for parallel large margin learning NeurIPS 2011 A New Algorithm for Compressed Counting with Applications in Shannon Entropy Estimation in Dynamic Data COLT 2011 An Interaction Design Framework for Social Robots RSS 2011 Approximating Semidefinite Programs in Sublinear Time NeurIPS 2011 Beyond Spectral Clustering - Tight Relaxations of Balanced Graph Cuts NeurIPS 2011 Convergent Bounds on the Euclidean Distance NeurIPS 2011 Data Skeletonization via Reeb Graphs NeurIPS 2011 Divide-and-Conquer Matrix Factorization NeurIPS 2011 Exploiting spatial overlap to efficiently compute appearance distances between image windows NeurIPS 2011 Fast and Accurate k-means For Large Datasets NeurIPS 2011 From Bandits to Experts: On the Value of Side-Observations NeurIPS 2011 Generative Modeling for Maximizing Precision and Recall in Information Visualization AISTATS 2011 Hashing Algorithms for Large-Scale Learning NeurIPS 2011