Algebra

Principal Variety Analysis CoRL 2017 Specifying a positive threshold function via extremal points ALT 2017 A Differential Approach to Causality in Staged Trees PGM 2016 A Guide to Learning Arithmetic Circuits COLT 2016 A Robust Multilinear Model Learning Framework for 3D Faces CVPR 2016 Efficient Intersection of Three Quadrics and Applications in Computer Vision CVPR 2016 Similarity Metric For Curved Shapes In Euclidean Space CVPR 2016 SnFFT: A Julia Toolkit for Fourier Analysis of Functions over Permutations JMLR 2015 The Algebraic Combinatorial Approach for Low-Rank Matrix Completion JMLR 2015 Algebraic Reconstruction Bounds and Explicit Inversion for Phase Retrieval at the Identifiability Threshold AISTATS 2014 Learning to Discover Efficient Mathematical Identities NeurIPS 2014 Reducing the Rank in Relational Factorization Models by Including Observable Patterns NeurIPS 2014 Uniqueness of Tensor Decompositions with Applications to Polynomial Identifiability COLT 2014 Algebraic classifiers: a generic approach to fast cross-validation, online training, and parallel training ICML 2013 Vanishing Component Analysis ICML 2013 When are Overcomplete Topic Models Identifiable? Uniqueness of Tensor Tucker Decompositions with Structured Sparsity NeurIPS 2013 Algebraic Geometric Comparison of Probability Distributions JMLR 2012 Multiresolution analysis on the symmetric group NeurIPS 2012 Regression for sets of polynomial equations AISTATS 2012 Singularity-invariant leg rearrangements in doubly-planar Stewart-Gough platforms RSS 2010 Marginal Likelihood Integrals for Mixtures of Independence Models JMLR 2009 On Learning Rotations NeurIPS 2009 Characteristic Kernels on Groups and Semigroups NeurIPS 2008 Computing Smooth Feedback Plans Over Cylindrical Algebraic Decompositions RSS 2006