Optimization

Learning-augmented private algorithms for multiple quantile release ICML 2023 Learning Compiler Pass Orders using Coreset and Normalized Value Prediction ICML 2023 Learning Constrained Structured Spaces with Application to Multi-Graph Matching AISTATS 2023 Learning Continuous Normalizing Flows For Faster Convergence To Target Distribution via Ascent Regularizations ICLR 2023 Learning Decorrelated Representations Efficiently Using Fast Fourier Transform CVPR 2023 Learning Descriptive Image Captioning via Semipermeable Maximum Likelihood Estimation NeurIPS 2023 Learning differentiable solvers for systems with hard constraints ICLR 2023 Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval (Extended Abstract) IJCAI 2023 Learning-enhanced Nonlinear Model Predictive Control using Knowledge-based Neural Ordinary Differential Equations and Deep Ensembles L4DC 2023 Learning for Edge-Weighted Online Bipartite Matching with Robustness Guarantees ICML 2023 Learning GFlowNets From Partial Episodes For Improved Convergence And Stability ICML 2023 Learning Good State and Action Representations for Markov Decision Process via Tensor Decomposition JMLR 2023 Learning Group Importance using the Differentiable Hypergeometric Distribution ICLR 2023 Learning Incoherent Light Emission Steering From Metasurfaces Using Generative Models WACV 2023 Learning in the Presence of Low-dimensional Structure: A Spiked Random Matrix Perspective NeurIPS 2023 Learning Large-Scale MTP$_2$ Gaussian Graphical Models via Bridge-Block Decomposition NeurIPS 2023 Learning Large-scale Neural Fields via Context Pruned Meta-Learning NeurIPS 2023 Learning Lightweight Neural Networks via Channel-Split Recurrent Convolution WACV 2023 Learning Locomotion Skills from MPC in Sensor Space L4DC 2023 Learning Mixtures of Gaussians Using the DDPM Objective NeurIPS 2023 Learning Multi-agent Behaviors from Distributed and Streaming Demonstrations NeurIPS 2023 Learning Neural Volumetric Representations of Dynamic Humans in Minutes CVPR 2023 Learning Optimal Feedback Operators and their Sparse Polynomial Approximations JMLR 2023 Learning Optimal Policy for Simultaneous Machine Translation via Binary Search ACL 2023 Learning Partial Correlation Based Deep Visual Representation for Image Classification CVPR 2023