Mathematics & Optimization

Back to the Past: Source Identification in Diffusion Networks from Partially Observed Cascades AISTATS 2015 Bandit Convex Optimization: \sqrtT Regret in One Dimension COLT 2015 Bandit Smooth Convex Optimization: Improving the Bias-Variance Tradeoff NeurIPS 2015 Barrier Frank-Wolfe for Marginal Inference NeurIPS 2015 Batched Bandit Problems COLT 2015 Bayesian Optimization with Exponential Convergence NeurIPS 2015 b-bit Marginal Regression NeurIPS 2015 Beyond Convexity: Stochastic Quasi-Convex Optimization NeurIPS 2015 Beyond Hartigan Consistency: Merge Distortion Metric for Hierarchical Clustering COLT 2015 Beyond Sub-Gaussian Measurements: High-Dimensional Structured Estimation with Sub-Exponential Designs NeurIPS 2015 Bilinear Random Projections for Locality-Sensitive Binary Codes CVPR 2015 Black-box optimization of noisy functions with unknown smoothness NeurIPS 2015 Blitz: A Principled Meta-Algorithm for Scaling Sparse Optimization ICML 2015 Book2Movie: Aligning Video Scenes With Book Chapters CVPR 2015 Budgeted Bandit Problems with Continuous Random Costs ACML 2015 Building Proteins in a Day: Efficient 3D Molecular Reconstruction CVPR 2015 Casual Stereoscopic Panorama Stitching CVPR 2015 Causal Video Object Segmentation From Persistence of Occlusions CVPR 2015 Cheap Bandits ICML 2015 Classical Scaling Revisited ICCV 2015 Classification with Low Rank and Missing Data ICML 2015 Clique-Graph Matching by Preserving Global & Local Structure CVPR 2015 COEVOLVE: A Joint Point Process Model for Information Diffusion and Network Co-evolution NeurIPS 2015 Collaborative Filtering with Graph Information: Consistency and Scalable Methods NeurIPS 2015 Column Selection via Adaptive Sampling NeurIPS 2015