Nima Noorshams

23 papers A* 1B 3Journal 14Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Unified Knowledge-Distillation and Semi-Supervised Learning Framework to Improve Industrial Ads Delivery Systems.
CoRR
Hamid Eghbalzadeh, Yang Wang, Rui Li, Yuji Mo, Qin Ding, Jiaxiang Fu, Liang Dai, Shuo Gu, Nima Noorshams, Sem Park, Bo Long, Xue Feng
2025 J jnl
Personalized Interpolation: An Efficient Method to Tame Flexible Optimization Window Estimation.
CoRR
Xin Zhang, Weiliang Li, Rui Li, Zihang Fu, Tongyi Tang, Zhengyu Zhang, Wen-Yen Chen, Nima Noorshams, Nirav Jasapara, Xiaowen Ding, Ellie Wen, Xue Feng
2025 J jnl
Preference Discerning with LLM-Enhanced Generative Retrieval.
Trans. Mach. Learn. Res.
Fabian Paischer, Liu Yang, Linfeng Liu, Shuai Shao, Kaveh Hassani, Jiacheng Li, Ricky T. Q. Chen, Zhang Gabriel Li, Xiaoli Gao, Wei Shao, Xue Feng, Nima Noorshams, Sem Park, Bo Long, Hamid Eghbalzadeh
2025 J jnl
Unifying Generative and Dense Retrieval for Sequential Recommendation.
Trans. Mach. Learn. Res.
Liu Yang, Fabian Paischer, Kaveh Hassani, Jiacheng Li, Shuai Shao, Zhang Gabriel Li, Yun He, Xue Feng, Nima Noorshams, Sem Park, Bo Long, Robert D. Nowak, Xiaoli Gao, Hamid Eghbalzadeh
2024 — conf
A Unified Knowledge-Distillation and Semi-Supervised Learning Framework to Improve Industrial Ads Delivery Systems.
ICKG
Hamid Eghbalzadeh, Yang Wang, Rui Li, Yuji Mo, Qin Ding, Jiaxiang Fu, Liang Dai, Shuo Gu, Nima Noorshams, Sem Park, Bo Long, Xue Feng
2024 J jnl
Preference Discerning with LLM-Enhanced Generative Retrieval.
CoRR
Fabian Paischer, Liu Yang, Linfeng Liu, Shuai Shao, Kaveh Hassani, Jiacheng Li, Ricky Chen, Zhang Gabriel Li, Xialo Gao, Wei Shao, Xue Feng, Nima Noorshams, Sem Park, Bo Long, Hamid Eghbalzadeh
2024 J jnl
Unifying Generative and Dense Retrieval for Sequential Recommendation.
CoRR
Liu Yang, Fabian Paischer, Kaveh Hassani, Jiacheng Li, Shuai Shao, Zhang Gabriel Li, Yun He, Xue Feng, Nima Noorshams, Sem Park, Bo Long, Robert D. Nowak, Xiaoli Gao, Hamid Eghbalzadeh
2020 J jnl
TIES: Temporal Interaction Embeddings For Enhancing Social Media Integrity At Facebook.
CoRR
Nima Noorshams, Saurabh Verma, Aude Hofleitner
2020 A* conf
TIES: Temporal Interaction Embeddings for Enhancing Social Media Integrity at Facebook.
KDD
Nima Noorshams, Saurabh Verma, Aude Hofleitner
2014 J jnl
A Novel Stochastic Decoding of LDPC Codes with Quantitative Guarantees.
CoRR
Nima Noorshams, Aravind Iyengar
2013 J jnl
Belief propagation for continuous state spaces: stochastic message-passing with quantitative guarantees.
J. Mach. Learn. Res.
Nima Noorshams, Martin J. Wainwright
2013 — —
Low-Complexity Message-Passing Algorithms for Distributed Computation.
Nima Noorshams
2013 J jnl
Non-Asymptotic Analysis of an Optimal Algorithm for Network-Constrained Averaging with Noisy Links
CoRR
Nima Noorshams, Martin J. Wainwright
2013 J jnl
Stochastic Belief Propagation: A Low-Complexity Alternative to the Sum-Product Algorithm.
IEEE Trans. Inf. Theory
Nima Noorshams, Martin J. Wainwright
2012 J jnl
Belief Propagation for Continuous State Spaces: Stochastic Message-Passing with Quantitative Guarantees
CoRR
Nima Noorshams, Martin J. Wainwright
2012 B conf
Quantized stochastic belief propagation: Efficient message-passing for continuous state spaces.
ISIT
Nima Noorshams, Martin J. Wainwright
2011 B conf
DRESS codes for the storage cloud: Simple randomized constructions.
ISIT
Sameer Pawar, Nima Noorshams, Salim Y. El Rouayheb, Kannan Ramchandran
2011 J jnl
Non-Asymptotic Analysis of an Optimal Algorithm for Network-Constrained Averaging With Noisy Links.
IEEE J. Sel. Top. Signal Process.
Nima Noorshams, Martin J. Wainwright
2011 J jnl
Stochastic Belief Propagation: Low-Complexity Message-Passing with Guarantees
CoRR
Nima Noorshams, Martin J. Wainwright
2011 — conf
Stochastic belief propagation: Low-complexity message-passing with guarantees.
Allerton
Nima Noorshams, Martin J. Wainwright
2010 B conf
A near-optimal algorithm for network-constrained averaging with noisy links.
ISIT
Nima Noorshams, Martin J. Wainwright
2010 — conf
Lossy source coding with sparse graph codes: A variational formulation of soft decimation.
Allerton
Nima Noorshams, Martin J. Wainwright
2007 — conf
Estimating the Mixing Matrix in Sparse Component Analysis Based on Converting a Multiple Dominant to a Single Dominant Problem.
ICA
Nima Noorshams, Massoud Babaie-Zadeh, Christian Jutten