Optimization

Improved Stability and Generalization Guarantees of the Decentralized SGD Algorithm ICML 2024 Improved Techniques for Training Consistency Models ICLR 2024 Improving Adaptivity via Over-Parameterization in Sequence Models NeurIPS 2024 Improving Adversarial Energy-Based Model via Diffusion Process ICML 2024 Improving Antibody Humanness Prediction using Patent Data ICML 2024 Improving Computational Complexity in Statistical Models with Local Curvature Information ICML 2024 Improving Convergence and Generalization Using Parameter Symmetries ICLR 2024 Improving Deep Learning Optimization through Constrained Parameter Regularization NeurIPS 2024 Improving Depth Completion via Depth Feature Upsampling CVPR 2024 Improving Generalization of Speech Separation in Real-World Scenarios: Strategies in Simulation, Optimization, and Evaluation Interspeech 2024 Improving Generalization via Meta-Learning on Hard Samples CVPR 2024 Improving Interpretation Faithfulness for Vision Transformers ICML 2024 Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint ACL 2024 Improving Linear System Solvers for Hyperparameter Optimisation in Iterative Gaussian Processes NeurIPS 2024 Improving Machine Translation with Human Feedback: An Exploration of Quality Estimation as a Reward Model NAACL 2024 Improving Minimum Bayes Risk Decoding with Multi-Prompt EMNLP 2024 Improving Neural Logic Machines via Failure Reflection ICML 2024 Improving Neural Network Generalization on Data-Limited Regression with Doubly-Robust Boosting AAAI 2024 Improving physics-informed neural networks with meta-learned optimization JMLR 2024 Improving Robustness for Joint Optimization of Camera Pose and Decomposed Low-Rank Tensorial Radiance Fields AAAI 2024 Improving Robustness to Multiple Spurious Correlations by Multi-Objective Optimization ICML 2024 Improving sample efficiency of high dimensional Bayesian optimization with MCMC L4DC 2024 Improving Sharpness-Aware Minimization by Lookahead ICML 2024 Improving Socratic Question Generation using Data Augmentation and Preference Optimization NAACL 2024 Improving Speech-Based Dysarthria Detection using Multi-task Learning with Gradient Projection Interspeech 2024