Mathematics & Optimization

GLSO: Grammar-guided Latent Space Optimization for Sample-efficient Robot Design Automation CoRL 2022 Gold-standard solutions to the Schrödinger equation using deep learning: How much physics do we need? NeurIPS 2022 GoTube: Scalable Statistical Verification of Continuous-Depth Models AAAI 2022 GPU-Based Homotopy Continuation for Minimal Problems in Computer Vision CVPR 2022 GraB: Finding Provably Better Data Permutations than Random Reshuffling NeurIPS 2022 Gradient Based Clustering ICML 2022 Gradient Descent Is Optimal Under Lower Restricted Secant Inequality And Upper Error Bound NeurIPS 2022 Gradient-Free Method for Heavily Constrained Nonconvex Optimization ICML 2022 Gradient-Free Methods for Deterministic and Stochastic Nonsmooth Nonconvex Optimization NeurIPS 2022 Gradual (In)Compatibility of Fairness Criteria AAAI 2022 Graph Coloring via Neural Networks for Haplotype Assembly and Viral Quasispecies Reconstruction NeurIPS 2022 Graph-combined Coreference Resolution Methods on Conversational Machine Reading Comprehension with Pre-trained Language Model ACL 2022 Graph-Context Attention Networks for Size-Varied Deep Graph Matching CVPR 2022 Graph-Coupled Oscillator Networks ICML 2022 Graphein - a Python Library for Geometric Deep Learning and Network Analysis on Biomolecular Structures and Interaction Networks NeurIPS 2022 Graphical Representations for Algebraic Constraints of Linear Structural Equations Models PGM 2022 Graph Learning Assisted Multi-Objective Integer Programming NeurIPS 2022 Graph Reordering for Cache-Efficient Near Neighbor Search NeurIPS 2022 Graph Scattering beyond Wavelet Shackles NeurIPS 2022 Grassmann Stein Variational Gradient Descent AISTATS 2022 Greedy when Sure and Conservative when Uncertain about the Opponents ICML 2022 Group is better than individual: Exploiting Label Topologies and Label Relations for Joint Multiple Intent Detection and Slot Filling EMNLP 2022 Group Meritocratic Fairness in Linear Contextual Bandits NeurIPS 2022 HAGEN: Homophily-Aware Graph Convolutional Recurrent Network for Crime Forecasting AAAI 2022 Hamilton-Jacobi equations on graphs with applications to semi-supervised learning and data depth JMLR 2022