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#pareto-front News & Analysis

2 articles tagged with #pareto-front. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles
AIBullisharXiv – CS AI · Apr 77/10
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One Model for All: Multi-Objective Controllable Language Models

Researchers introduce Multi-Objective Control (MOC), a new approach that trains a single large language model to generate personalized responses based on individual user preferences across multiple objectives. The method uses multi-objective optimization principles in reinforcement learning from human feedback to create more controllable and adaptable AI systems.

AINeutralarXiv – CS AI · May 116/10
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From Feasible to Practical: Pareto-Optimal Synthesis Planning

Researchers introduce MORetro*, a multi-objective optimization algorithm for computer-aided synthesis planning that generates Pareto-optimal routes balancing cost, sustainability, toxicity, and yield. This approach moves beyond single-route solutions to provide chemists with practical trade-off alternatives aligned with real-world industrial decision-making.