Davorin Kopic - RankMe

13 papers A 4Journal 7Unranked 2

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