Davorin Kopic

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 12

Top Topics

Collaborative Filtering

Scaling Function

Prediction Model

Efficient Search

Top Venues

Publications

Blaz Skrlj, Benjamin Ben-Shalom, Grega Gaspersic, Adi Schwartz, Ramzi Hoseisi, Naama Ziporin, Davorin Kopic, Andraz Tori
A Bag of Tricks for Scaling CPU-based Deep FFMs to more than 300m Predictions per Second. CoRR (2024)
Jan Hartman, Assaf Klein, Davorin Kopic, Natalia Silberstein
Unleash the Power of Context: Enhancing Large-Scale Recommender Systems with Context-Based Prediction Models. RecSys (2023)
Jan Hartman, Assaf Klein, Davorin Kopic, Natalia Silberstein
Unleash the Power of Context: Enhancing Large-Scale Recommender Systems with Context-Based Prediction Models. CoRR (2023)
Blaz Skrlj, Nir Ki-Tov, Lee Edelist, Natalia Silberstein, Hila Weisman-Zohar, Blaz Mramor, Davorin Kopic, Naama Ziporin
Drifter: Efficient Online Feature Monitoring for Improved Data Integrity in Large-Scale Recommendation Systems. ORSUM@RecSys (2023)
Blaz Skrlj, Nir Ki-Tov, Lee Edelist, Natalia Silberstein, Hila Weisman-Zohar, Blaz Mramor, Davorin Kopic, Naama Ziporin
Drifter: Efficient Online Feature Monitoring for Improved Data Integrity in Large-Scale Recommendation Systems. CoRR (2023)
Blaz Skrlj, Adi Schwartz, Jure Ferlez, Davorin Kopic, Naama Ziporin
Dynamic Surrogate Switching: Sample-Efficient Search for Factorization Machine Configurations in Online Recommendations. RecSys (2022)
Samo Pahor, Davorin Kopic, Jure Demsar
Feature embedding in click-through rate prediction. CoRR (2022)
Jan Hartman, Davorin Kopic
Exploration with Model Uncertainty at Extreme Scale in Real-Time Bidding. RecSys (2022)
Blaz Skrlj, Adi Schwartz, Jure Ferlez, Davorin Kopic, Naama Ziporin
Dynamic Surrogate Switching: Sample-Efficient Search for Factorization Machine Configurations in Online Recommendations. CoRR (2022)
Jan Hartman, Davorin Kopic
Exploration with Model Uncertainty at Extreme Scale in Real-Time Bidding. CoRR (2022)
Jan Hartman, Davorin Kopic
Scaling TensorFlow to 300 million predictions per second. RecSys (2021)
Jan Hartman, Davorin Kopic
Scaling TensorFlow to 300 million predictions per second. CoRR (2021)