Optimization

Generalization Bounds with Minimal Dependency on Hypothesis Class via Distributionally Robust Optimization NeurIPS 2022 Generalization of Neural Combinatorial Solvers Through the Lens of Adversarial Robustness ICLR 2022 Generalized Data Distribution Iteration ICML 2022 Generalized Demographic Parity for Group Fairness ICLR 2022 Generalized Matrix Factorization: efficient algorithms for fitting generalized linear latent variable models to large data arrays JMLR 2022 Generalizing Bayesian Optimization with Decision-theoretic Entropies NeurIPS 2022 Generalizing Few-Shot NAS with Gradient Matching ICLR 2022 Generalizing Gaussian Smoothing for Random Search ICML 2022 General Optimization Framework for Recurrent Reachability Objectives IJCAI 2022 Generating Distributional Adversarial Examples to Evade Statistical Detectors ICML 2022 Generating Scientific Definitions with Controllable Complexity ACL 2022 Generating Useful Accident-Prone Driving Scenarios via a Learned Traffic Prior CVPR 2022 Generative Principal Component Analysis ICLR 2022 Generic Coreset for Scalable Learning of Monotonic Kernels: Logistic Regression, Sigmoid and more ICML 2022 GENIE: Higher-Order Denoising Diffusion Solvers NeurIPS 2022 Geometrically Adaptive Dictionary Attack on Face Recognition WACV 2022 Geometry-Inspired Top-K Adversarial Perturbations WACV 2022 Gerrymandering under Uncertain Preferences (Student Abstract) AAAI 2022 GLaM: Efficient Scaling of Language Models with Mixture-of-Experts ICML 2022 Global Convergence of Direct Policy Search for State-Feedback H_∞ Robust Control: A Revisit of Nonsmooth Synthesis with Goldstein Subdifferential NeurIPS 2022 Global Linear and Local Superlinear Convergence of IRLS for Non-Smooth Robust Regression NeurIPS 2022 Globally Convergent Policy Search for Output Estimation NeurIPS 2022 Globally Optimal Hierarchical Reinforcement Learning for Linearly-Solvable Markov Decision Processes AAAI 2022 Global Optimization Networks ICML 2022 Global Sensing and Measurements Reuse for Image Compressed Sensing CVPR 2022