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2020 – today
- 2024
[c6]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. AdKDD@KDD 2024- [i7]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 abs/2407.10115 (2024) - 2023
- [c5]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 - [c4]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: 1075-1077 - [i6]Jan Hartman, Assaf Klein, Davorin Kopic, Natalia Silberstein:
Unleash the Power of Context: Enhancing Large-Scale Recommender Systems with Context-Based Prediction Models. CoRR abs/2308.01231 (2023) - [i5]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 abs/2309.08617 (2023) - 2022
- [c3]Jan Hartman, Davorin Kopic:
Exploration with Model Uncertainty at Extreme Scale in Real-Time Bidding. RecSys 2022: 469-471 - [c2]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: 472-475 - [i4]Jan Hartman, Davorin Kopic:
Exploration with Model Uncertainty at Extreme Scale in Real-Time Bidding. CoRR abs/2208.01951 (2022) - [i3]Samo Pahor, Davorin Kopic, Jure Demsar:
Feature embedding in click-through rate prediction. CoRR abs/2209.09481 (2022) - [i2]Blaz Skrlj, Adi Schwartz, Jure Ferlez, Davorin Kopic, Naama Ziporin:
Dynamic Surrogate Switching: Sample-Efficient Search for Factorization Machine Configurations in Online Recommendations. CoRR abs/2209.14598 (2022) - 2021
- [c1]Jan Hartman, Davorin Kopic:
Scaling TensorFlow to 300 million predictions per second. RecSys 2021: 595-597 - [i1]Jan Hartman, Davorin Kopic:
Scaling TensorFlow to 300 million predictions per second. CoRR abs/2109.09541 (2021)
Coauthor Index
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