Optimization

Nest Your Adaptive Algorithm for Parameter-Agnostic Nonconvex Minimax Optimization NeurIPS 2022 NetVRM: Virtual Register Memory for Programmable Networks NSDI 2022 NeuForm: Adaptive Overfitting for Neural Shape Editing NeurIPS 2022 NeuPL: Neural Population Learning ICLR 2022 Neur2SP: Neural Two-Stage Stochastic Programming NeurIPS 2022 Neural Architecture Search With Representation Mutual Information CVPR 2022 Neural Data-Dependent Transform for Learned Image Compression CVPR 2022 Neural Estimation of Submodular Functions with Applications to Differentiable Subset Selection NeurIPS 2022 Neural Fisher Discriminant Analysis: Optimal Neural Network Embeddings in Polynomial Time ICML 2022 Neural Laplace: Learning diverse classes of differential equations in the Laplace domain ICML 2022 Neural Lyapunov Control of Unknown Nonlinear Systems with Stability Guarantees NeurIPS 2022 Neural Network-augmented Kalman Filtering for Robust Online Speech Dereverberation in Noisy Reverberant Environments Interspeech 2022 Neural Piecewise-Constant Delay Differential Equations AAAI 2022 Neural Program Synthesis with Query ICLR 2022 Neural-progressive hedging: Enforcing constraints in reinforcement learning with stochastic programming UAI 2022 Neural score matching for high-dimensional causal inference AISTATS 2022 Neural Solvers for Fast and Accurate Numerical Optimal Control ICLR 2022 Neural String Edit Distance ACL 2022 Neural Text Sanitization with Explicit Measures of Privacy Risk AACL 2022 Neural Topological Ordering for Computation Graphs NeurIPS 2022 Neural Window Fully-Connected CRFs for Monocular Depth Estimation CVPR 2022 NeuroBE: Escalating neural network approximations of Bucket Elimination UAI 2022 NeurOLight: A Physics-Agnostic Neural Operator Enabling Parametric Photonic Device Simulation NeurIPS 2022 NeuroLogic A*esque Decoding: Constrained Text Generation with Lookahead Heuristics NAACL 2022 Neurosymbolic Deep Generative Models for Sequence Data with Relational Constraints NeurIPS 2022