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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 7176–7200 of 9051 papers

TitleStatusHype
Robust Model Predictive Control for nonlinear discrete-time systems using iterative time-varying constraint tightening—0
Analyzing Persuasive Strategies in Meme Texts: A Fusion of Language Models with Paraphrase Enrichment—0
Using a sledgehammer to crack a nut? Lexical diversity and event coreference resolution—0
Robustness for Free: Quality-Diversity Driven Discovery of Agile Soft Robotic Gaits—0
Robustness-Guided Image Synthesis for Data-Free Quantization—0
Analyzing Diversity in Healthcare LLM Research: A Scientometric Perspective—0
Robustness-via-Synthesis: Robust Training with Generative Adversarial Perturbations—0
Robust portfolio optimization for recommender systems considering uncertainty of estimated statistics—0
Robust Scheduling with GFlowNets—0
Robust Visual Tracking via Statistical Positive Sample Generation and Gradient Aware Learning—0
Using a thousand optimization tasks to learn hyperparameter search strategies—0
Role Diversity Matters: A Study of Cooperative Training Strategies for Multi-Agent RL—0
Role of Structural and Conformational Diversity for Machine Learning Potentials—0
Role Play: Learning Adaptive Role-Specific Strategies in Multi-Agent Interactions—0
Roles of repertoire diversity in robustness of humoral immune response—0
Using Audio Books for Training a Text-to-Speech System—0
RoomTour3D: Geometry-Aware Video-Instruction Tuning for Embodied Navigation—0
ROOTS: a toolkit for easy, fast and consistent processing of large sequential annotated data collections—0
Rope3D: The Roadside Perception Dataset for Autonomous Driving and Monocular 3D Object Detection Task—0
Rope3D: TheRoadside Perception Dataset for Autonomous Driving and Monocular 3D Object Detection Task—0
RopeBEV: A Multi-Camera Roadside Perception Network in Bird's-Eye-View—0
Analyzing and Overcoming Local Optima in Complex Multi-Objective Optimization by Decomposition-Based Evolutionary Algorithms—0
Wiktionnaire's Wikicode GLAWIfied: a Workable French Machine-Readable Dictionary—0
Analyzing and controlling diversity in quantum-behaved particle swarm optimization—0
Rotational 3D Texture Classification Using Group Equivariant CNNs—0
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