Optimization

Post-edits Are Preferences Too EMNLP 2024 Post-Hoc Reversal: Are We Selecting Models Prematurely? NeurIPS 2024 Potential-Based Reward Shaping for Intrinsic Motivation (Student Abstract) AAAI 2024 Power-Aware Inverse-Search Machine Learning for Low Resource Multi-Objective Unmanned Underwater Vehicle Control (Student Abstract) AAAI 2024 PPO-Clip Attains Global Optimality: Towards Deeper Understandings of Clipping AAAI 2024 Practical $0.385$-Approximation for Submodular Maximization Subject to a Cardinality Constraint NeurIPS 2024 Practical Hybrid Gradient Compression for Federated Learning Systems IJCAI 2024 Practical Performance Guarantees for Pipelined DNN Inference ICML 2024 Practical Shuffle Coding NeurIPS 2024 PRASS: Probabilistic Risk-averse Robust Learning with Stochastic Search IJCAI 2024 PRDP: Proximal Reward Difference Prediction for Large-Scale Reward Finetuning of Diffusion Models CVPR 2024 Precise asymptotics of reweighted least-squares algorithms for linear diagonal networks NeurIPS 2024 Precise Data Center Traffic Engineering with Constrained Hardware Resources NSDI 2024 Predicting Lagrangian Multipliers for Mixed Integer Linear Programs ICML 2024 Preference-based Pure Exploration NeurIPS 2024 Preference Fine-Tuning of LLMs Should Leverage Suboptimal, On-Policy Data ICML 2024 Preference Optimization for Molecule Synthesis with Conditional Residual Energy-based Models ICML 2024 PREFER: Prompt Ensemble Learning via Feedback-Reflect-Refine AAAI 2024 PreRoutGNN for Timing Prediction with Order Preserving Partition: Global Circuit Pre-training, Local Delay Learning and Attentional Cell Modeling AAAI 2024 Preserving Pre-trained Representation Space: On Effectiveness of Prefix-tuning for Large Multi-modal Models EMNLP 2024 Pre-trained Gaussian Processes for Bayesian Optimization JMLR 2024 Pretrained Optimization Model for Zero-Shot Black Box Optimization NeurIPS 2024 Preventing Model Collapse in Deep Canonical Correlation Analysis by Noise Regularization NeurIPS 2024 Pricing with Contextual Elasticity and Heteroscedastic Valuation ICML 2024 PRILoRA: Pruned and Rank-Increasing Low-Rank Adaptation EACL 2024