Optimization

ASMR: Angular Support for Malfunctioning Client Resilience in Federated Learning MIDL 2024 A Specialized Semismooth Newton Method for Kernel-Based Optimal Transport AISTATS 2024 A Statistical Experimental Design Method for Constructing Deterministic Sensing Matrices for Compressed Sensing JMLR 2024 A Strategic Analysis of Prepayments in Financial Credit Networks IJCAI 2024 A Study of Bayesian Neural Network Surrogates for Bayesian Optimization ICLR 2024 A Study of First-Order Methods with a Deterministic Relative-Error Gradient Oracle ICML 2024 A Study of Parameter Efficient Fine-tuning by Learning to Efficiently Fine-Tune EMNLP 2024 A Sublinear Adversarial Training Algorithm ICLR 2024 A Surprisingly Simple Continuous-Action POMDP Solver: Lazy Cross-Entropy Search Over Policy Trees AAAI 2024 A survey and benchmark of high-dimensional Bayesian optimization of discrete sequences NeurIPS 2024 A Survey on Plan Optimization IJCAI 2024 A Swap Relaxation-Based Local Search for the Latin Square Completion Problem IJCAI 2024 Asymptotically Optimal and Computationally Efficient Average Treatment Effect Estimation in A/B testing ICML 2024 Asymptotics of Alpha-Divergence Variational Inference Algorithms with Exponential Families NeurIPS 2024 Asynchronous SGD on Graphs: a Unified Framework for Asynchronous Decentralized and Federated Optimization AISTATS 2024 A Thorough Examination of Decoding Methods in the Era of LLMs EMNLP 2024 Atlas3D: Physically Constrained Self-Supporting Text-to-3D for Simulation and Fabrication NeurIPS 2024 A Top-Down Tree Model Counter for Quantified Boolean Formulas IJCAI 2024 ATQ: Activation Transformation forWeight-Activation Quantization of Large Language Models EMNLP 2024 A Training Data Recipe to Accelerate A* Search with Language Models EMNLP 2024 AUC Maximization under Positive Distribution Shift NeurIPS 2024 Auctionformer: A Unified Deep Learning Algorithm for Solving Equilibrium Strategies in Auction Games ICML 2024 A Unified Adaptive Testing System Enabled by Hierarchical Structure Search ICML 2024 A Unified and General Framework for Continual Learning ICLR 2024 A Unified Sampling Framework for Solver Searching of Diffusion Probabilistic Models ICLR 2024