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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 4026–4050 of 9051 papers

TitleStatusHype
Genetic Algorithm enhanced by Deep Reinforcement Learning in parent selection mechanism and mutation : Minimizing makespan in permutation flow shop scheduling problems—0
Genetic Algorithms for multimodal optimization: a review—0
Complexity measurement of natural and artificial languages—0
Genetic and Memetic Algorithm with Diversity Equilibrium based on Greedy Diversification—0
Genetic diversity of barley accessions and their response under abiotic stresses using different approaches—0
Examining Bias in Opinion Summarisation Through the Perspective of Opinion Diversity—0
Exact steady-state distributions of multispecies birth-death-immigration processes: effects of mutations and carrying capacity on diversity—0
Complexity-based speciation and genotype representation for neuroevolution—0
GenMix: Combining Generative and Mixture Data Augmentation for Medical Image Classification—0
ArtiGrasp: Physically Plausible Synthesis of Bi-Manual Dexterous Grasping and Articulation—0
A Graph-based Approach for Mitigating Multi-sided Exposure Bias in Recommender Systems—0
Active Generation Network of Human Skeleton for Action Recognition—0
SMART-RAG: Selection using Determinantal Matrices for Augmented Retrieval—0
Exact Sampling of Determinantal Point Processes without Eigendecomposition—0
Evolving the Behavior of Machines: From Micro to Macroevolution—0
Evolving Reinforcement Learning Environment to Minimize Learner's Achievable Reward: An Application on Hardening Active Directory Systems—0
Evolving Diverse Sets of Tours for the Travelling Salesperson Problem—0
Complementing cell taxonomies with a multicellular functional analysis of tissues—0
Evolving AI Collectives to Enhance Human Diversity and Enable Self-Regulation—0
Complementary Recommendation in E-commerce: Definition, Approaches, and Future Directions—0
Diminished Diversity-of-Thought in a Standard Large Language Model—0
A Global Nucleic Acid Observatory for Biodefense and Planetary Health—0
Evolution of Thought: Diverse and High-Quality Reasoning via Multi-Objective Optimization—0
Get3DHuman: Lifting StyleGAN-Human into a 3D Generative Model using Pixel-aligned Reconstruction Priors—0
Evolution of Images with Diversity and Constraints Using a Generator Network—0
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