Improving conversion rate prediction via self-supervised pre-training in online advertising
Fuente:
arXiv
Saved in:
| Main Authors: | Shtoff, Alex, Kaplan, Yohay, Raviv, Ariel |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Low Rank Field-Weighted Factorization Machines for Low Latency Item Recommendation
by: Shtoff, Alex, et al.
Published: (2024)
by: Shtoff, Alex, et al.
Published: (2024)
Conversion rate prediction in online advertising: modeling techniques, performance evaluation and future directions
by: Xue, Tao, et al.
Published: (2025)
by: Xue, Tao, et al.
Published: (2025)
Toward a benchmark for CTR prediction in online advertising: datasets, evaluation protocols and perspectives
by: Gao, Shan, et al.
Published: (2025)
by: Gao, Shan, et al.
Published: (2025)
Self-supervised learning for phase retrieval
by: Sechaud, Victor, et al.
Published: (2025)
by: Sechaud, Victor, et al.
Published: (2025)
Automatic Self-supervised Learning for Social Recommendations
by: He, Xin, et al.
Published: (2024)
by: He, Xin, et al.
Published: (2024)
Does Weighting Improve Matrix Factorization for Recommender Systems?
by: Ayoub, Alex, et al.
Published: (2025)
by: Ayoub, Alex, et al.
Published: (2025)
Synapse: Evolving Job-Person Fit with Explainable Two-phase Retrieval and LLM-guided Genetic Resume Optimization
by: Erol, Ansel Kaplan, et al.
Published: (2026)
by: Erol, Ansel Kaplan, et al.
Published: (2026)
Lusifer: LLM-based User SImulated Feedback Environment for online Recommender systems
by: Ebrat, Danial, et al.
Published: (2024)
by: Ebrat, Danial, et al.
Published: (2024)
KGLink: A column type annotation method that combines knowledge graph and pre-trained language model
by: Wang, Yubo, et al.
Published: (2024)
by: Wang, Yubo, et al.
Published: (2024)
GTC: GNN-Transformer Co-contrastive Learning for Self-supervised Heterogeneous Graph Representation
by: Sun, Yundong, et al.
Published: (2024)
by: Sun, Yundong, et al.
Published: (2024)
Reconstructing Content via Collaborative Attention to Improve Multimodal Embedding Quality
by: Chen, Jiahan, et al.
Published: (2026)
by: Chen, Jiahan, et al.
Published: (2026)
RankMerging: A supervised learning-to-rank framework to predict links in large social network
by: Tabourier, Lionel, et al.
Published: (2014)
by: Tabourier, Lionel, et al.
Published: (2014)
Online Learning for Recommendations at Grubhub
by: Egg, Alex
Published: (2021)
by: Egg, Alex
Published: (2021)
Off-policy Evaluation for Payments at Adyen
by: Egg, Alex
Published: (2025)
by: Egg, Alex
Published: (2025)
Emergent musical properties of a transformer under contrastive self-supervised learning
by: Kong, Yuexuan, et al.
Published: (2025)
by: Kong, Yuexuan, et al.
Published: (2025)
Auto-Cypher: Improving LLMs on Cypher generation via LLM-supervised generation-verification framework
by: Tiwari, Aman, et al.
Published: (2024)
by: Tiwari, Aman, et al.
Published: (2024)
Pre-trained Language Model and Knowledge Distillation for Lightweight Sequential Recommendation
by: Li, Li, et al.
Published: (2024)
by: Li, Li, et al.
Published: (2024)
Pre-trained Graphformer-based Ranking at Web-scale Search (Extended Abstract)
by: Li, Yuchen, et al.
Published: (2024)
by: Li, Yuchen, et al.
Published: (2024)
PLUM: Adapting Pre-trained Language Models for Industrial-scale Generative Recommendations
by: He, Ruining, et al.
Published: (2025)
by: He, Ruining, et al.
Published: (2025)
Generative Pre-trained Ranking Model with Over-parameterization at Web-Scale (Extended Abstract)
by: Li, Yuchen, et al.
Published: (2024)
by: Li, Yuchen, et al.
Published: (2024)
Contextual Bandits in Payment Processing: Non-uniform Exploration and Supervised Learning
by: Vangara, Akhila, et al.
Published: (2024)
by: Vangara, Akhila, et al.
Published: (2024)
Benchmarking pre-trained text embedding models in aligning built asset information
by: Shahinmoghadam, Mehrzad, et al.
Published: (2024)
by: Shahinmoghadam, Mehrzad, et al.
Published: (2024)
Enhancing the conformal predictability of context-aware recommendation systems by using Deep Autoencoders
by: Zammali, Saloua, et al.
Published: (2024)
by: Zammali, Saloua, et al.
Published: (2024)
Taming the One-Epoch Phenomenon in Online Recommendation System by Two-stage Contrastive ID Pre-training
by: Hsu, Yi-Ping, et al.
Published: (2025)
by: Hsu, Yi-Ping, et al.
Published: (2025)
Effective and secure federated online learning to rank
by: Wang, Shuyi
Published: (2024)
by: Wang, Shuyi
Published: (2024)
Trust by Design: Skill Profiles for Transparent, Cost-Aware LLM Routing
by: Okamoto, Mika, et al.
Published: (2026)
by: Okamoto, Mika, et al.
Published: (2026)
tensorFM: Low-Rank Approximations of Cross-Order Feature Interactions
by: Mazzetto, Alessio, et al.
Published: (2026)
by: Mazzetto, Alessio, et al.
Published: (2026)
DisenSemi: Semi-supervised Graph Classification via Disentangled Representation Learning
by: Wang, Yifan, et al.
Published: (2024)
by: Wang, Yifan, et al.
Published: (2024)
Scalable Music Cover Retrieval Using Lyrics-Aligned Audio Embeddings
by: Affolter, Joanne, et al.
Published: (2026)
by: Affolter, Joanne, et al.
Published: (2026)
Improved Diversity-Promoting Collaborative Metric Learning for Recommendation
by: Bao, Shilong, et al.
Published: (2024)
by: Bao, Shilong, et al.
Published: (2024)
How Does Message Passing Improve Collaborative Filtering?
by: Ju, Mingxuan, et al.
Published: (2024)
by: Ju, Mingxuan, et al.
Published: (2024)
Improving Sequential Query Recommendation with Immediate User Feedback
by: Parambath, Shameem A Puthiya, et al.
Published: (2022)
by: Parambath, Shameem A Puthiya, et al.
Published: (2022)
Improving User Experience with Personalized Review Ranking and Summarization
by: Mufti, Muhammad, et al.
Published: (2025)
by: Mufti, Muhammad, et al.
Published: (2025)
Cross-Representation Knowledge Transfer for Improved Sequential Recommendations
by: Gimranov, Artur, et al.
Published: (2026)
by: Gimranov, Artur, et al.
Published: (2026)
DeGRe: Dense-supervised Generative Reranking for Recommendation
by: Song, Chaotian, et al.
Published: (2026)
by: Song, Chaotian, et al.
Published: (2026)
ImplicitSLIM and How it Improves Embedding-based Collaborative Filtering
by: Shenbin, Ilya, et al.
Published: (2024)
by: Shenbin, Ilya, et al.
Published: (2024)
From Authors to Reviewers: Leveraging Rankings to Improve Peer Review
by: Wang, Weichen, et al.
Published: (2025)
by: Wang, Weichen, et al.
Published: (2025)
Leveraging Geometric Insights in Hyperbolic Triplet Loss for Improved Recommendations
by: Yusupov, Viacheslav, et al.
Published: (2025)
by: Yusupov, Viacheslav, et al.
Published: (2025)
Task-Adaptive Embedding Refinement via Test-time LLM Guidance
by: Gera, Ariel, et al.
Published: (2026)
by: Gera, Ariel, et al.
Published: (2026)
ReCQR: Incorporating conversational query rewriting to improve Multimodal Image Retrieval
by: Hu, Yuan, et al.
Published: (2026)
by: Hu, Yuan, et al.
Published: (2026)
Similar Items
-
Low Rank Field-Weighted Factorization Machines for Low Latency Item Recommendation
by: Shtoff, Alex, et al.
Published: (2024) -
Conversion rate prediction in online advertising: modeling techniques, performance evaluation and future directions
by: Xue, Tao, et al.
Published: (2025) -
Toward a benchmark for CTR prediction in online advertising: datasets, evaluation protocols and perspectives
by: Gao, Shan, et al.
Published: (2025) -
Self-supervised learning for phase retrieval
by: Sechaud, Victor, et al.
Published: (2025) -
Automatic Self-supervised Learning for Social Recommendations
by: He, Xin, et al.
Published: (2024)