Mathematics & Optimization

Nearest Neighbor and Kernel Survival Analysis: Nonasymptotic Error Bounds and Strong Consistency Rates ICML 2019 (Nearly) Efficient Algorithms for the Graph Matching Problem on Correlated Random Graphs NeurIPS 2019 Near Neighbor: Who is the Fairest of Them All? NeurIPS 2019 Near Optimal Algorithms for Hard Submodular Programs with Discounted Cooperative Costs AISTATS 2019 Near optimal finite time identification of arbitrary linear dynamical systems ICML 2019 Near Optimal Frequent Directions for Sketching Dense and Sparse Matrices JMLR 2019 Near-optimal method for highly smooth convex optimization COLT 2019 Near Optimal Methods for Minimizing Convex Functions with Lipschitz p-th Derivatives COLT 2019 Necessary and Sufficient Geometries for Gradient Methods NeurIPS 2019 Network Embedding under Partial Monitoring for Evolving Networks IJCAI 2019 Network Formation under Random Attack and Probabilistic Spread IJCAI 2019 Network-Specific Variational Auto-Encoder for Embedding in Attribute Networks IJCAI 2019 Neural Decipherment via Minimum-Cost Flow: From Ugaritic to Linear B ACL 2019 Neural Jump Stochastic Differential Equations NeurIPS 2019 Neural Linguistic Steganography EMNLP 2019 Neuron birth-death dynamics accelerates gradient descent and converges asymptotically ICML 2019 New Convex Relaxations for MRF Inference With Unknown Graphs ICCV 2019 New results on information theoretic clustering ICML 2019 Noise-Resilient Similarity Preserving Network Embedding for Social Networks IJCAI 2019 Noisy Blackbox Optimization using Multi-fidelity Queries: A Tree Search Approach AISTATS 2019 Non-Asymptotic Analysis of Fractional Langevin Monte Carlo for Non-Convex Optimization ICML 2019 Non-asymptotic Analysis of Stochastic Methods for Non-Smooth Non-Convex Regularized Problems NeurIPS 2019 Non-Asymptotic Pure Exploration by Solving Games NeurIPS 2019 Nonconvex Low-Rank Tensor Completion from Noisy Data NeurIPS 2019 Non-Convex Matrix Completion and Related Problems via Strong Duality JMLR 2019