Alexandros Karatzoglou

1. Session-based Recommendations with Recurrent Neural Networks
   2015/11/21 by Balázs Hidasi, Alexandros Karatzoglou, Hidasi, Balázs +5 · 166 citations
   Computer Science · Decision Sciences · #Recommender Systems and Techniques #Advanced Bandit Algorithms Research #Topic Modeling
2. A Simple Convolutional Generative Network for Next Item Recommendation
   2018/08/15 by Fajie Yuan, Alexandros Karatzoglou, Yuan, Fajie +7 · 10 citations
   Computer Science · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Recommender Systems and Techniques #Topic Modeling
3. RecoGym: A Reinforcement Learning Environment for the problem of Product\n Recommendation in Online Advertising
   2018/08/02 by David Rohde, Rohde, David, Stephen Bonner +8 · 14 citations
   Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Recommender Systems and Techniques #Smart Grid Energy Management
4. Self-Supervised Reinforcement Learning for Recommender Systems
   2020/06/10 by Xin Xin, Alexandros Karatzoglou, Xin, Xin +5 · 4 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Recommender Systems and Techniques #Reinforcement Learning in Robotics
5. Choosing the Best of Both Worlds: Diverse and Novel Recommendations\n through Multi-Objective Reinforcement Learning
   2021/10/28 by Dušan Stamenković, Stamenkovic, Dusan, Alexandros Karatzoglou +7 · 4 citations
   Computer Science · Psychology · #Reinforcement Learning in Robotics #Educational Games and Gamification #Recommender Systems and Techniques
6. Reinforcement Learning-based Recommender Systems with Large Language Models for State Reward and Action Modeling
   2024/03/25 by Jie Wang, Wang, Jie, Alexandros Karatzoglou +5 · 4 citations
   Computer Science · #Advanced Text Analysis Techniques #Recommender Systems and Techniques
7. Frappe: Understanding the Usage and Perception of Mobile App Recommendations In-The-Wild
   2015/05/12 by Linas Baltrunas, Karen Church, Baltrunas, Linas +5 · 1 citation
   Computer Science · Engineering · Health Professions · #Recommender Systems and Techniques #Green IT and Sustainability #Mobile Health and mHealth Applications
8. Seeing Eye to AI: Human Alignment via Gaze-Based Response Rewards for Large Language Models
   2024/10/02 by Ángela López-Cardona, Carlos Segura, Lopez-Cardona, Angela +7 · 2 citations
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gaze Tracking and Assistive Technology #Human-Computer Interaction (cs.HC) #Multimodal Machine Learning Applications #Robotics and Automated Systems
9. PERSOMA: PERsonalized SOft ProMpt Adapter Architecture for Personalized Language Prompting
   2024/08/02 by Krishna Sayana, Hebert, Liam, Ambarish Jash +12 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling