Mathematics & Optimization

Wavelet based multi-scale shape features on arbitrary surfaces for cortical thickness discrimination NeurIPS 2012 (weak) Calibration is Computationally Hard COLT 2012 What's in the Bag: A Distributed Approach to 3D Shape Duplication with Modular Robots RSS 2012 Wilks’ phenomenon and penalized likelihood-ratio test for nonparametric curve registration AISTATS 2012 A Bayesian Approximation Method for Online Ranking JMLR 2011 A blind sparse deconvolution method for neural spike identification NeurIPS 2011 Accelerated Adaptive Markov Chain for Partition Function Computation NeurIPS 2011 A concave regularization technique for sparse mixture models NeurIPS 2011 A conditional game for comparing approximations AISTATS 2011 A Convergence Analysis of Log-Linear Training NeurIPS 2011 Active Diagnosis under Persistent Noise with Unknown Noise Distribution: A Rank-Based Approach AISTATS 2011 A Cure for Variance Inflation in High Dimensional Kernel Principal Component Analysis JMLR 2011 Adaptive Bandits: Towards the best history-dependent strategy AISTATS 2011 Adaptive Exact Inference in Graphical Models JMLR 2011 Adaptive Hedge NeurIPS 2011 A Fast Algorithm for Recovery of Jointly Sparse Vectors based on the Alternating Direction Methods AISTATS 2011 A Finite Newton Algorithm for Non-degenerate Piecewise Linear Systems AISTATS 2011 A Finite-Time Analysis of Multi-armed Bandits Problems with Kullback-Leibler Divergences COLT 2011 A General Linear Non-Gaussian State-Space Model: Identifiability, Identification, and Applications ACML 2011 Algorithms and hardness results for parallel large margin learning NeurIPS 2011 A Linear Approximation for Graph-based Simultaneous Localization and Mapping RSS 2011 A Model for Temporal Dependencies in Event Streams NeurIPS 2011 A More Powerful Two-Sample Test in High Dimensions using Random Projection NeurIPS 2011 Analytical Results for the Error in Filtering of Gaussian Processes NeurIPS 2011 An Application of Tree-Structured Expectation Propagation for Channel Decoding NeurIPS 2011