Optimization

Ad Auctions for LLMs via Retrieval Augmented Generation NeurIPS 2024 AdaZeta: Adaptive Zeroth-Order Tensor-Train Adaption for Memory-Efficient Large Language Models Fine-Tuning EMNLP 2024 A Decoding Algorithm for Length-Control Summarization Based on Directed Acyclic Transformers EMNLP 2024 A De-singularity Subgradient Approach for the Extended Weber Location Problem IJCAI 2024 A differentiable brain simulator bridging brain simulation and brain-inspired computing ICLR 2024 A Differentiable Integer Linear Programming Solver for Explanation-Based Natural Language Inference COLING 2024 A Diffusion Model Framework for Unsupervised Neural Combinatorial Optimization ICML 2024 AdjointDPM: Adjoint Sensitivity Method for Gradient Backpropagation of Diffusion Probabilistic Models ICLR 2024 Adjusted Wasserstein Distributionally Robust Estimator in Statistical Learning JMLR 2024 ADOPT: Modified Adam Can Converge with Any β_2 with the Optimal Rate NeurIPS 2024 A Doubly Recursive Stochastic Compositional Gradient Descent Method for Federated Multi-Level Compositional Optimization ICML 2024 AdsorbDiff: Adsorbate Placement via Conditional Denoising Diffusion ICML 2024 A Dual Approach to Imitation Learning from Observations with Offline Datasets CoRL 2024 Advancing Adversarial Suffix Transfer Learning on Aligned Large Language Models EMNLP 2024 Advancing DRL Agents in Commercial Fighting Games: Training, Integration, and Agent-Human Alignment ICML 2024 Advancing Dynamic Sparse Training by Exploring Optimization Opportunities ICML 2024 Advancing Generalized Transfer Attack with Initialization Derived Bilevel Optimization and Dynamic Sequence Truncation IJCAI 2024 Advancing Open-Set Domain Generalization Using Evidential Bi-Level Hardest Domain Scheduler NeurIPS 2024 Advancing the Lower Bounds: an Accelerated, Stochastic, Second-order Method with Optimal Adaptation to Inexactness ICLR 2024 Adversarial Attacks on the Interpretation of Neuron Activation Maximization AAAI 2024 Adversarial Diffusion Distillation ECCV 2024 Adversarial Online Collaborative Filtering ALT 2024 A Fast Convoluted Story: Scaling Probabilistic Inference for Integer Arithmetics NeurIPS 2024 A Federated Stochastic Multi-level Compositional Minimax Algorithm for Deep AUC Maximization ICML 2024 A-FedPD: Aligning Dual-Drift is All Federated Primal-Dual Learning Needs NeurIPS 2024