Mathematics & Optimization

HyperAdam: A Learnable Task-Adaptive Adam for Network Training AAAI 2019 Hyperbolic Attention Networks ICLR 2019 Hyperbolic Disk Embeddings for Directed Acyclic Graphs ICML 2019 Hyperbolic Heterogeneous Information Network Embedding AAAI 2019 Hyperbolic Ordinal Embedding ACML 2019 Hypergraph Optimization for Multi-Structural Geometric Model Fitting AAAI 2019 Identifiability of Generalized Hypergeometric Distribution (GHD) Directed Acyclic Graphical Models AISTATS 2019 Identifying Android Malware Using Network-Based Approaches AAAI 2019 Identifying vulnerabilities in trust and reputation systems IJCAI 2019 Image Aesthetic Assessment Based on Pairwise Comparison A Unified Approach to Score Regression, Binary Classification, and Personalization ICCV 2019 Implementation of a Chomsky-Schützenberger n-best parser for weighted multiple context-free grammars NAACL 2019 Implicit Regularization for Optimal Sparse Recovery NeurIPS 2019 Implicit Regularization of Accelerated Methods in Hilbert Spaces NeurIPS 2019 Importance Sampling Policy Evaluation with an Estimated Behavior Policy ICML 2019 Improved Convergence for ℓ_1 and ℓ_∞ Regression via Iteratively Reweighted Least Squares ICML 2019 Improved Dynamic Graph Learning through Fault-Tolerant Sparsification ICML 2019 Improved Heuristics for Multi-Agent Path Finding with Conflict-Based Search IJCAI 2019 Improved Path-length Regret Bounds for Bandits COLT 2019 Improved Regret Bounds for Bandit Combinatorial Optimization NeurIPS 2019 Improved Zeroth-Order Variance Reduced Algorithms and Analysis for Nonconvex Optimization ICML 2019 Improving Generalization and Stability of Generative Adversarial Networks ICLR 2019 Improving Textual Network Embedding with Global Attention via Optimal Transport ACL 2019 Improvisation through Physical Understanding: Using Novel Objects As Tools with Visual Foresight RSS 2019 Incomplete Label Multi-Task Deep Learning for Spatio-Temporal Event Subtype Forecasting AAAI 2019 Incorporating Behavioral Constraints in Online AI Systems AAAI 2019