Optimization

Handling Hard Affine SDP Shape Constraints in RKHSs JMLR 2022 Hardness and Algorithms for Robust and Sparse Optimization ICML 2022 Heavy-tailed Streaming Statistical Estimation AISTATS 2022 HerosNet: Hyperspectral Explicable Reconstruction and Optimal Sampling Deep Network for Snapshot Compressive Imaging CVPR 2022 Hessian-Aware Pruning and Optimal Neural Implant WACV 2022 HeteroSketch: Coordinating Network-wide Monitoring in Heterogeneous and Dynamic Networks NSDI 2022 Hidden Convexity of Wasserstein GANs: Interpretable Generative Models with Closed-Form Solutions ICLR 2022 Hierarchical Bilevel Learning with Architecture and Loss Search for Hadamard-based Image Restoration IJCAI 2022 Higher-Order Dependency Parsing for Arc-Polynomial Score Functions via Gradient-Based Methods and Genetic Algorithm AACL 2022 High-probability bounds for robust stochastic Frank-Wolfe algorithm UAI 2022 High Probability Guarantees for Nonconvex Stochastic Gradient Descent with Heavy Tails ICML 2022 Hindering Adversarial Attacks with Implicit Neural Representations ICML 2022 HNO: High-Order Numerical Architecture for ODE-Inspired Deep Unfolding Networks AAAI 2022 Homeomorphic-Invariance of EM: Non-Asymptotic Convergence in KL Divergence for Exponential Families via Mirror Descent (Extended Abstract) IJCAI 2022 Homography Loss for Monocular 3D Object Detection CVPR 2022 Homomorphic Matrix Completion NeurIPS 2022 How and When Random Feedback Works: A Case Study of Low-Rank Matrix Factorization AISTATS 2022 How Low Can We Go: Trading Memory for Error in Low-Precision Training ICLR 2022 How to Fill the Optimum Set? Population Gradient Descent with Harmless Diversity ICML 2022 How to Robustify Black-Box ML Models? A Zeroth-Order Optimization Perspective ICLR 2022 Human-in-the-loop Speaker Adaptation for DNN-based Multi-speaker TTS Interspeech 2022 Hybrid Neural Autoencoders for Stimulus Encoding in Visual and Other Sensory Neuroprostheses NeurIPS 2022 Hybrid Random Features ICLR 2022 Hypergraph Structure Learning for Hypergraph Neural Networks IJCAI 2022 HyperImpute: Generalized Iterative Imputation with Automatic Model Selection ICML 2022