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An Ensembled Latent Factor Model via Differential Evolution and Gradient Descent Optimization

 🧠Machine Learning  Content type: Academic
arxiv.org·

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 🧭Content Discovery

$\tau$-Rec: A Verifiable Benchmark for Agentic Recommender Systems

 🎛️Feed Filtering  Content type: Academic
arxiv.org·

Mult-DPO: Multinomial Direct Preference Optimization for Recommender Systems

 🎛️Feed Filtering  Content type: Academic
arxiv.org·

Mind the Gap: Bridging Behavioral Silos with LLMs in Multi-Vertical Recommendations

 🔍Information Retrieval  Content type: Academic
arxiv.org·

Non-Negative Matrix Factorization for Event Data

 📈Time Series  Content type: Academic
arxiv.org·

Time series forecasting from partial observations via Non-negative Matrix Factorization

 📈Time Series  Content type: Academic
arxiv.org·

Online Learning with Recency: Algorithms for Sliding-window Streaming Multi-armed Bandits

 ⚖️Feed Ranking  Content type: Academic
arxiv.org·

A Case Study Reexamining the Cold-Start Problem in Knowledge Tracing Models and Implications for SafeInsights, an Education Research Infrastructure

 🗺️Competency Maps  Content type: Academic
arxiv.org·

Bradley-Terry Rankings for Recommender Systems Across Dataset Taxonomies

 🧭Content Discovery  Content type: Academic
arxiv.org·

Bridging the Semantic-Collaborative Gap: An Asymmetric Graph Architecture for Cold-Start Item Recommendation

 🤖AI Curation  Content type: Academic
arxiv.org·

MedicalRec: Medical recommender system for image classification without retraining

 🎛️Feed Filtering  Content type: Academic
arxiv.org·

Curved DG Modules and Matrix Factorizations from Noncommutative Quadric Hypersurfaces

 🕸️Algebraic Topology  Content type: Academic
arxiv.org·

Structured Neuron Pruning in Deep Neural Networks Using Multi-Armed Bandits

 ⚖️Feed Ranking  Content type: Academic
arxiv.org·

Identifiability and Inference for Generalized Latent Factor Models

 📈Mutual Information  Content type: Academic
arxiv.org·

Multi-Armed Bandits with Arriving Arms: Sequential Screening, Dynamic Regret, and Sublinear Guarantees

 ⚖️Feed Ranking  Content type: Academic
arxiv.org·

TRACER: Token ReAssignment for Concept ERasure in Generative Recommendation

 🎛️Feed Filtering  Content type: Academic
arxiv.org·

SSRLive: Live Streaming Recommendation with Dynamic Semantic ID

 🧭Content Discovery  Content type: Academic
arxiv.org·

Bandits for Efficient Experimentation: Adapting to Control Group, Preferences, and Context Drifts

 📊Feed Optimization  Content type: Academic
arxiv.org·

Enforcing Trust Accountability with Backward Propagation

 🤝Consensus Networks  Content type: Academic
arxiv.org·

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