Mathematics & Optimization

On Subset Selection with General Cost Constraints IJCAI 2017 On Tensor Train Rank Minimization : Statistical Efficiency and Scalable Algorithm NeurIPS 2017 On the Complexity of Learning from Label Proportions IJCAI 2017 On the Duration of Mandarin Tones Interspeech 2017 On the Equivalence between Kernel Quadrature Rules and Random Feature Expansions JMLR 2017 On the Flatness of Loss Surface for Two-layered ReLU Networks ACML 2017 On the Global Geometry of Sphere-Constrained Sparse Blind Deconvolution CVPR 2017 On the Iteration Complexity of Support Recovery via Hard Thresholding Pursuit ICML 2017 On the Kernelization of Global Constraints IJCAI 2017 On the Optimization Landscape of Tensor Decompositions NeurIPS 2017 On the Power of Truncated SVD for General High-rank Matrix Estimation Problems NeurIPS 2017 On The Projection Operator to A Three-view Cardinality Constrained Set ICML 2017 On the Propagation of Low-Rate Measurement Error to Subgraph Counts in Large Networks JMLR 2017 On the Quality and Intelligibility of Noisy Speech Processed for Near-End Listening Enhancement Interspeech 2017 On the Sampling Problem for Kernel Quadrature ICML 2017 On the Troll-Trust Model for Edge Sign Prediction in Social Networks AISTATS 2017 Open Problem: First-Order Regret Bounds for Contextual Bandits COLT 2017 Open Problem: Meeting Times for Learning Random Automata COLT 2017 Operation Frames and Clubs in Kidney Exchange IJCAI 2017 Optimal Algorithms for Smooth and Strongly Convex Distributed Optimization in Networks ICML 2017 Optimal and Adaptive Off-policy Evaluation in Contextual Bandits ICML 2017 Optimal Densification for Fast and Accurate Minwise Hashing ICML 2017 Optimal Dictionary for Least Squares Representation JMLR 2017 Optimal encoding! - Information Theory constrains article omission in newspaper headlines EACL 2017 Optimal Escape Interdiction on Transportation Networks IJCAI 2017