Mathematics & Optimization

Probabilistic Joint Face-Skull Modelling for Facial Reconstruction CVPR 2018 Probability–Revealing Samples AISTATS 2018 (Probably) Concave Graph Matching NeurIPS 2018 Profitable Bandits ACML 2018 Projection-Free Online Optimization with Stochastic Gradient: From Convexity to Submodularity ICML 2018 Proportional Allocation: Simple, Distributed, and Diverse Matching with High Entropy ICML 2018 Provable Estimation of the Number of Blocks in Block Models AISTATS 2018 Provable Fast Greedy Compressive Summarization with Any Monotone Submodular Function NAACL 2018 Provable Variational Inference for Constrained Log-Submodular Models NeurIPS 2018 Provably Correct Algorithms for Matrix Column Subset Selection with Selectively Sampled Data JMLR 2018 Provably Correct Automatic Sub-Differentiation for Qualified Programs NeurIPS 2018 Proximal SCOPE for Distributed Sparse Learning NeurIPS 2018 Pure Exploration in Infinitely-Armed Bandit Models with Fixed-Confidence ALT 2018 Pyconstruct: Constraint Programming Meets Structured Prediction IJCAI 2018 Quadratic Decomposable Submodular Function Minimization NeurIPS 2018 Quadrature-based features for kernel approximation NeurIPS 2018 Quantifying Algorithmic Improvements over Time IJCAI 2018 QuantTree: Histograms for Change Detection in Multivariate Data Streams ICML 2018 Quantum Divide-and-Conquer Anchoring for Separable Non-negative Matrix Factorization IJCAI 2018 Query Answering in Propositional Circumscription IJCAI 2018 Quotient Normalized Maximum Likelihood Criterion for Learning Bayesian Network Structures AISTATS 2018 Randomized Block Cubic Newton Method ICML 2018 Ranking Distributions based on Noisy Sorting ICML 2018 Rates of Convergence of Spectral Methods for Graphon Estimation ICML 2018 Real-World Repetition Estimation by Div, Grad and Curl CVPR 2018