submodular optimization

Deep Submodular Peripteral Networks NeurIPS 2024 From Linear to Linearizable Optimization: A Novel Framework with Applications to Stationary and Non-stationary DR-submodular Optimization NeurIPS 2024 Informative Path Planning with Limited Adaptivity AISTATS 2024 Less is More: Fewer Interpretable Region via Submodular Subset Selection ICLR 2024 Measures of diversity and space-filling designs for categorical data ICML 2024 Seed Selection in the Heterogeneous Moran Process IJCAI 2024 STONE: A Submodular Optimization Framework for Active 3D Object Detection NeurIPS 2024 Submodular-based In-context Example Selection for LLMs-based Machine Translation COLING 2024 Submodular information selection for hypothesis testing with misclassification penalties L4DC 2024 Submodular Minimax Optimization: Finding Effective Sets AISTATS 2024 Sum-max Submodular Bandits AISTATS 2024 Unified Projection-Free Algorithms for Adversarial DR-Submodular Optimization ICLR 2024 Weighted Envy-Freeness for Submodular Valuations AAAI 2024 Bandit Multi-linear DR-Submodular Maximization and Its Applications on Adversarial Submodular Bandits ICML 2023 Building a Winning Team: Selecting Source Model Ensembles using a Submodular Transferability Estimation Approach ICCV 2023 Constrained Submodular Optimization for Vaccine Design AAAI 2023 Detecting Sources of Healthcare Associated Infections AAAI 2023 Discrete Continuous Optimization Framework for Simultaneous Clustering and Training in Mixture Models ICML 2023 DITTO: Data-efficient and Fair Targeted Subset Selection for ASR Accent Adaptation ACL 2023 Diverse Approximations for Monotone Submodular Maximization Problems with a Matroid Constraint IJCAI 2023 Dynamic Constrained Submodular Optimization with Polylogarithmic Update Time ICML 2023 Fair Allocation of Indivisible Chores: Beyond Additive Costs NeurIPS 2023 Fantastic Style Channels and Where To Find Them: A Submodular Framework for Discovering Diverse Directions in GANs WACV 2023 H2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models NeurIPS 2023 INGENIOUS: Using Informative Data Subsets for Efficient Pre-Training of Language Models EMNLP 2023