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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 7151–7200 of 9051 papers

TitleStatusHype
One-Pot Multi-Frame Denoising—0
One-Shot Generative Domain Adaptation—0
One-shot Imitation in a Non-Stationary Environment via Multi-Modal Skill—0
One Size Does Not Fit All: Modeling Users' Personal Curiosity in Recommender Systems—0
One Stack, Diverse Vehicles: Checking Safe Portability of Automated Driving Software—0
On Evaluation of Document Classification using RVL-CDIP—0
On Evolvability and Behavior Landscapes in Neuroevolutionary Divergent Search—0
One-Way Ticket: Time-Independent Unified Encoder for Distilling Text-to-Image Diffusion Models—0
One world, one opinion? The superstar effect in LLM responses—0
On Extreme Pruning of Random Forest Ensembles for Real-time Predictive Applications—0
On Fairness, Diversity and Randomness in Algorithmic Decision Making—0
On Feature Diversity in Energy-based Models—0
On How Users Edit Computer-Generated Visual Stories—0
On Hyperspectral Classification in the Compressed Domain—0
On Languaging a Simulation Engine—0
Exploring Social Media Image Categorization Using Large Models with Different Adaptation Methods: A Case Study on Cultural Nature's Contributions to People—0
On Learning the Tail Quantiles of Driving Behavior Distributions via Quantile Regression and Flows—0
Online Automatic Post-editing for MT in a Multi-Domain Translation Environment—0
Online Behavior Modification for Expressive User Control of RL-Trained Robots—0
Online Camera-to-ground Calibration for Autonomous Driving—0
Online Detection and Classification of Dynamic Hand Gestures With Recurrent 3D Convolutional Neural Network—0
Online Diversity Control in Symbolic Regression via a Fast Hash-based Tree Similarity Measure—0
Online Knowledge Distillation via Multi-branch Diversity Enhancement—0
Online News Media Website Ranking Using User Generated Content—0
On Minimizing Symbol Error Rate Over Fading Channels with Low-Resolution Quantization—0
Affinity-based extension of non-extensive entropy and statistical mechanics—0
ON NEURAL NETWORK GENERALIZATION VIA PROMOTING WITHIN-LAYER ACTIVATION DIVERSITY—0
On Nondeterminism and Instability in Optimizing Neural Networks—0
On Nondeterminism and Instability in Neural Network Optimization—0
On Paraphrase Identification Corpora—0
On Performance of Fluid Antenna System using Maximum Ratio Combining—0
On properties driving diversity index selection—0
On Sample-Efficient Offline Reinforcement Learning: Data Diversity, Posterior Sampling, and Beyond—0
On Sampling and Greedy MAP Inference of Constrained Determinantal Point Processes—0
On Stein Variational Neural Network Ensembles—0
On the Amplification of Linguistic Bias through Unintentional Self-reinforcement Learning by Generative Language Models -- A Perspective—0
The quest for the definition of life—0
On the Arithmetic and Geometric Fusion of Beliefs for Distributed Inference—0
On the clustering of correlated random variables—0
On the Complexity of Optimising Variants of Phylogenetic Diversity on Phylogenetic Networks—0
On the Computational Tractability of the (Many) Shapley Values—0
On the Connection between Invariant Learning and Adversarial Training for Out-of-Distribution Generalization—0
On the Connection between Pre-training Data Diversity and Fine-tuning Robustness—0
On the Diversity and Coded Modulation Design of Fluid Antenna Systems—0
On the Diversity and Limits of Human Explanations—0
On the Diversity and Limits of Human Explanations—0
On the Diversity of Synthetic Data and its Impact on Training Large Language Models—0
On the Dynamics of Mating Preferences in Genetic Programming—0
On the Effectiveness of Acoustic BPE in Decoder-Only TTS—0
On the Effectiveness of Genetic Operations in Symbolic Regression—0
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