conftrace_

multi-objective optimization

364 papers

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Also known as

MOOP MO MOO

Co-occurring keywords

evolutionary algorithm (264) pareto front (63) bayesian optimization (624) pareto optimization (78) pareto optimal (58) reinforcement learning (4352) large language model (13587) runtime analysis (41) pareto optimality (78) multi-task learning (2575)

Papers

FairTrade: Achieving Pareto-Optimal Trade-Offs between Balanced Accuracy and Fairness in Federated Learning AAAI 2024
M2ASR: Multilingual Multi-task Automatic Speech Recognition via Multi-objective Optimization INTERSPEECH 2024
Pareto Front-Diverse Batch Multi-Objective Bayesian Optimization AAAI 2024
FlexiBO: A Decoupled Cost-Aware Multi-objective Optimization Approach for Deep Neural Networks (Abstract Reprint) AAAI 2024
Decoding-Time Language Model Alignment with Multiple Objectives NIPS 2024
Multiobjective Lipschitz Bandits under Lexicographic Ordering AAAI 2024
A Unifying Post-Processing Framework for Multi-Objective Learn-to-Defer Problems NIPS 2024
Are You Concerned about Limited Function Evaluations: Data-Augmented Pareto Set Learning for Expensive Multi-Objective Optimization AAAI 2024
Survival of the Safest: Towards Secure Prompt Optimization through Interleaved Multi-Objective Evolution EMNLP 2024
Gradient shaping for multi-constraint safe reinforcement learning L4DC 2024
Model Fusion through Bayesian Optimization in Language Model Fine-Tuning NIPS 2024
Multi-objective Adaptive Dynamics Attention Model to Solve Multi-objective Vehicle Routing Problem ACML 2023
Temporal Shift - Multi-Objective Loss Function for Improved Anomaly Fall Detection ACML 2023
Eliciting User Preferences for Personalized Multi-Objective Decision Making through Comparative Feedback NIPS 2023
Multi-Objective Intrinsic Reward Learning for Conversational Recommender Systems NIPS 2023
Hypervolume Maximization: A Geometric View of Pareto Set Learning NIPS 2023
Blending Advertising with Organic Content in E-commerce via Virtual Bids AAAI 2023
Efficient Meta Neural Heuristic for Multi-Objective Combinatorial Optimization NIPS 2023
InstOptima: Evolutionary Multi-objective Instruction Optimization via Large Language Model-based Instruction Operators EMNLP 2023
Optimizing Multiple Simultaneous Objectives for Voting and Facility Location AAAI 2023
Neighbor Auto-Grouping Graph Neural Networks for Handover Parameter Configuration in Cellular Network AAAI 2023
A Proof That Using Crossover Can Guarantee Exponential Speed-Ups in Evolutionary Multi-Objective Optimisation AAAI 2023
Black-Box Sparse Adversarial Attack via Multi-Objective Optimisation CVPR 2023
Direction-oriented Multi-objective Learning: Simple and Provable Stochastic Algorithms NIPS 2023
LiDAR-in-the-Loop Hyperparameter Optimization CVPR 2023