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Diversity

Diversity in data sampling is crucial across various use cases, including search, recommendation systems, and more. Ensuring diverse samples means capturing a wide range of variations and perspectives, which leads to more robust, unbiased, and comprehensive models. In search use cases, for instance, diversity helps avoid redundancy, ensuring that users are exposed to a broader set of relevant information rather than repeated similar results.

Papers

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Showing 6726–6750 of 9051 papers

TitleStatusHype
Maximizing Ensemble Diversity in Deep Reinforcement Learning—0
A Unified Batch Selection Policy for Active Metric Learning—0
Maximizing Overall Diversity for Improved Uncertainty Estimates in Deep Ensembles—0
Maximum Entropy Diverse Exploration: Disentangling Maximum Entropy Reinforcement Learning—0
Maximum-Entropy Fine Grained Classification—0
Maximum-Entropy Fine-Grained Classification—0
MaxInfo: A Training-Free Key-Frame Selection Method Using Maximum Volume for Enhanced Video Understanding—0
Max-Min Diversification with Fairness Constraints: Exact and Approximation Algorithms—0
MaxMin-RLHF: Alignment with Diverse Human Preferences—0
Max-Sum Diversification, Monotone Submodular Functions and Semi-metric Spaces—0
MC-GPT: Empowering Vision-and-Language Navigation with Memory Map and Reasoning Chains—0
MDIT: A Model-free Data Interpolation Method for Diverse Instruction Tuning—0
MDM: Molecular Diffusion Model for 3D Molecule Generation—0
MDP3: A Training-free Approach for List-wise Frame Selection in Video-LLMs—0
Mean and Variance of Phylogenetic Trees—0
Measures of Information Reflect Memorization Patterns—0
Measuring Adversarial Datasets—0
Measuring and Improving Semantic Diversity of Dialogue Generation—0
Measuring Commonality in Recommendation of Cultural Content: Recommender Systems to Enhance Cultural Citizenship—0
Measuring Diversity: Axioms and Challenges—0
Measuring Diversity in Co-creative Image Generation—0
Measuring Diversity in Heterogeneous Information Networks—0
Measuring Diversity of Artificial Intelligence Conferences—0
Measuring Diversity of Game Scenarios—0
Measuring diversity of synthetic prompts and data generated with fine-grained persona prompting—0
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