Optimization

Hyperbolic Chamfer Distance for Point Cloud Completion ICCV 2023 HyperDeepONet: learning operator with complex target function space using the limited resources via hypernetwork ICLR 2023 HyperFed: Hyperbolic Prototypes Exploration with Consistent Aggregation for Non-IID Data in Federated Learning IJCAI 2023 Hyperparameter Optimization through Neural Network Partitioning ICLR 2023 Hyperparameters in Reinforcement Learning and How To Tune Them ICML 2023 HyperRouter: Towards Efficient Training and Inference of Sparse Mixture of Experts EMNLP 2023 Hypervolume Knowledge Gradient: A Lookahead Approach for Multi-Objective Bayesian Optimization with Partial Information ICML 2023 Hypervolume Maximization: A Geometric View of Pareto Set Learning NeurIPS 2023 Ideal Abstractions for Decision-Focused Learning AISTATS 2023 ILSGAN: Independent Layer Synthesis for Unsupervised Foreground-Background Segmentation AAAI 2023 ImbSAM: A Closer Look at Sharpness-Aware Minimization in Class-Imbalanced Recognition ICCV 2023 IMP: Iterative Matching and Pose Estimation With Adaptive Pooling CVPR 2023 Implementing Contextual Biasing in GPU Decoder for Online ASR Interspeech 2023 Implicit Balancing and Regularization: Generalization and Convergence Guarantees for Overparameterized Asymmetric Matrix Sensing COLT 2023 Implicit Bias of (Stochastic) Gradient Descent for Rank-1 Linear Neural Network NeurIPS 2023 Implicit Bilevel Optimization: Differentiating through Bilevel Optimization Programming AAAI 2023 Implicit Graph Neural Networks: A Monotone Operator Viewpoint ICML 2023 Implicit Occupancy Flow Fields for Perception and Prediction in Self-Driving CVPR 2023 Implicit Regularization in Over-Parameterized Support Vector Machine NeurIPS 2023 Implicit Training of Inference Network Models for Structured Prediction UAI 2023 Importance Sparsification for Sinkhorn Algorithm JMLR 2023 Importance Weighted Expectation-Maximization for Protein Sequence Design ICML 2023 Improved Algorithm for Regret Ratio Minimization in Multi-Objective Submodular Maximization AAAI 2023 Improved Algorithms for Multi-period Multi-class Packing Problems with Bandit Feedback ICML 2023 Improved Communication Efficiency in Federated Natural Policy Gradient via ADMM-based Gradient Updates NeurIPS 2023