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Lukasz Heldt
ORCID
Publication Activity (10 Years)
Years Active: 2009-2024
Publications (10 Years): 12
Top Topics
Recommender Systems
Pairwise Comparisons
Case Retrieval
User Preferences
Top Venues
CoRR
RecSys
KDD
WSDM
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Publications
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Yuwei Cao
,
Nikhil Mehta
,
Xinyang Yi
,
Raghunandan H. Keshavan
,
Lukasz Heldt
,
Lichan Hong
,
Ed H. Chi
,
Maheswaran Sathiamoorthy
Aligning Large Language Models with Recommendation Knowledge.
CoRR
(2024)
Yi Su
,
Xiangyu Wang
,
Elaine Ya Le
,
Liang Liu
,
Yuening Li
,
Haokai Lu
,
Benjamin Lipshitz
,
Sriraj Badam
,
Lukasz Heldt
,
Shuchao Bi
,
Ed H. Chi
,
Cristos Goodrow
,
Su-Lin Wu
,
Lexi Baugher
,
Minmin Chen
Long-Term Value of Exploration: Measurements, Findings and Algorithms.
WSDM
(2024)
Shashank Rajput
,
Nikhil Mehta
,
Anima Singh
,
Raghunandan H. Keshavan
,
Trung Vu
,
Lukasz Heldt
,
Lichan Hong
,
Yi Tay
,
Vinh Q. Tran
,
Jonah Samost
,
Maciej Kula
,
Ed H. Chi
,
Maheswaran Sathiamoorthy
Recommender Systems with Generative Retrieval.
CoRR
(2023)
Yi Su
,
Xiangyu Wang
,
Elaine Ya Le
,
Liang Liu
,
Yuening Li
,
Haokai Lu
,
Benjamin Lipshitz
,
Sriraj Badam
,
Lukasz Heldt
,
Shuchao Bi
,
Ed H. Chi
,
Cristos Goodrow
,
Su-Lin Wu
,
Lexi Baugher
,
Minmin Chen
Value of Exploration: Measurements, Findings and Algorithms.
CoRR
(2023)
Anima Singh
,
Trung Vu
,
Raghunandan H. Keshavan
,
Nikhil Mehta
,
Xinyang Yi
,
Lichan Hong
,
Lukasz Heldt
,
Li Wei
,
Ed H. Chi
,
Maheswaran Sathiamoorthy
Better Generalization with Semantic IDs: A case study in Ranking for Recommendations.
CoRR
(2023)
Shashank Rajput
,
Nikhil Mehta
,
Anima Singh
,
Raghunandan Hulikal Keshavan
,
Trung Vu
,
Lukasz Heldt
,
Lichan Hong
,
Yi Tay
,
Vinh Q. Tran
,
Jonah Samost
,
Maciej Kula
,
Ed H. Chi
,
Mahesh Sathiamoorthy
Recommender Systems with Generative Retrieval.
NeurIPS
(2023)
Xinyang Yi
,
Shao-Chuan Wang
,
Ruining He
,
Hariharan Chandrasekaran
,
Charles Wu
,
Lukasz Heldt
,
Lichan Hong
,
Minmin Chen
,
Ed H. Chi
Online Matching: A Real-time Bandit System for Large-scale Recommendations.
RecSys
(2023)
Xinyang Yi
,
Shao-Chuan Wang
,
Ruining He
,
Hariharan Chandrasekaran
,
Charles Wu
,
Lukasz Heldt
,
Lichan Hong
,
Minmin Chen
,
Ed H. Chi
Online Matching: A Real-time Bandit System for Large-scale Recommendations.
CoRR
(2023)
Flavien Prost
,
Ben Packer
,
Jilin Chen
,
Li Wei
,
Pierre Kremp
,
Nick Blumm
,
Susan Wang
,
Tulsee Doshi
,
Tonia Osadebe
,
Lukasz Heldt
,
Ed H. Chi
,
Alex Beutel
Simpson's Paradox in Recommender Fairness: Reconciling differences between per-user and aggregated evaluations.
CoRR
(2022)
Alex Beutel
,
Jilin Chen
,
Tulsee Doshi
,
Hai Qian
,
Li Wei
,
Yi Wu
,
Lukasz Heldt
,
Zhe Zhao
,
Lichan Hong
,
Ed H. Chi
,
Cristos Goodrow
Fairness in Recommendation Ranking through Pairwise Comparisons.
KDD
(2019)
Alex Beutel
,
Jilin Chen
,
Tulsee Doshi
,
Hai Qian
,
Li Wei
,
Yi Wu
,
Lukasz Heldt
,
Zhe Zhao
,
Lichan Hong
,
Ed H. Chi
,
Cristos Goodrow
Fairness in Recommendation Ranking through Pairwise Comparisons.
CoRR
(2019)
Xinyang Yi
,
Ji Yang
,
Lichan Hong
,
Derek Zhiyuan Cheng
,
Lukasz Heldt
,
Aditee Kumthekar
,
Zhe Zhao
,
Li Wei
,
Ed H. Chi
Sampling-bias-corrected neural modeling for large corpus item recommendations.
RecSys
(2019)
Piotr Skowron
,
Marek Tomasz Biskup
,
Lukasz Heldt
,
Cezary Dubnicki
Fuzzy adaptive control for heterogeneous tasks in high-performance storage systems.
SYSTOR
(2013)
Bartlomiej Romanski
,
Lukasz Heldt
,
Wojciech Kilian
,
Krzysztof Lichota
,
Cezary Dubnicki
Anchor-driven subchunk deduplication.
SYSTOR
(2011)
Cezary Dubnicki
,
Leszek Gryz
,
Lukasz Heldt
,
Michal Kaczmarczyk
,
Wojciech Kilian
,
Przemyslaw Strzelczak
,
Jerzy Szczepkowski
,
Cristian Ungureanu
,
Michal Welnicki
HYDRAstor: A Scalable Secondary Storage.
FAST
(2009)