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

 🧠Machine Learning  Content type: Academic
arxiv.org·

$\tau$-Rec: A Verifiable Benchmark for Agentic 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·

Mult-DPO: Multinomial Direct Preference Optimization for Recommender Systems

 🎛️Feed Filtering  Content type: Academic
arxiv.org·

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

 ⚖️Feed Ranking  Content type: Academic
arxiv.org·

Non-Negative Matrix Factorization for Event Data

 📈Time Series  Content type: Academic
arxiv.org·

Bradley-Terry Rankings for Recommender Systems Across Dataset Taxonomies

 🧭Content Discovery  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·

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

 🤖AI Curation  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·

Trading Engagement for Sustainability: Carbon-Aware Re-ranking for E-commerce Recommendations

 🎛️Feed Filtering  Content type: Academic
arxiv.org·

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

 📊Feed Optimization  Content type: Academic
arxiv.org·

Distributional Approximate Nearest Neighbour Search for Uncertainty-Aware Retrieval

 📊Feed Optimization  Content type: Academic
arxiv.org·

Enforcing Trust Accountability with Backward Propagation

 🤝Consensus Networks  Content type: Academic
arxiv.org·

Gated Bidirectional Linear Attention for Generative Retrieval

 🧭Content Discovery  Content type: Academic
arxiv.org·

Blockage-Aware Non-stationary Dynamic Bandit for User Association in mmWave V2X Networks

 ⚖️Feed Ranking  Content type: Academic
arxiv.org·

Generalized Rank-based Evaluation for Knowledge Graph Completion: Perspectives, Framework, and Analyses

 📊Graph Databases  Content type: Academic
arxiv.org·

Zero Touch Predictive Orchestration: Automating Time-Series Models for the Cloud-Edge Continuum

 🌊Streaming Systems  Content type: Academic
arxiv.org·

Constrained user-item allocation for e-commerce marketing campaigns

 📊Feed Optimization  Content type: Academic
arxiv.org·

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