Alireza Bagheri Garakani

13 papers A 1Misc 1Journal 8Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Owen-Shapley Policy Optimization (OSPO): A Principled RL Algorithm for Generative Search LLMs.
CoRR
Abhijnan Nath, Alireza Bagheri Garakani, Tianchen Zhou, Fan Yang, Nikhil Krishnaswamy
2025 J jnl
Large Language Model-Enhanced Reinforcement Learning for Diverse and Novel Recommendations.
CoRR
Jiin Woo, Alireza Bagheri Garakani, Tianchen Zhou, Zhishen Huang, Yan Gao
2025 — conf
Learning Attribute as Explicit Relation for Sequential Recommendation.
KDD (1)
Gang Liu, Fan Yang, Yang Jiao, Alireza Bagheri Garakani, Tian Tong, Yan Gao, Meng Jiang
2020 — conf
Multi-objective Ranking via Constrained Optimization.
WWW (Companion Volume)
Michinari Momma, Alireza Bagheri Garakani, Nanxun Ma, Yi Sun
2020 J jnl
Multi-objective Ranking via Constrained Optimization.
CoRR
Michinari Momma, Alireza Bagheri Garakani, Nanxun Ma, Yi Sun
2019 J jnl
Kernel Approximation Methods for Speech Recognition.
J. Mach. Learn. Res.
Avner May, Alireza Bagheri Garakani, Zhiyun Lu, Dong Guo, Kuan Liu, Aurélien Bellet, Linxi Fan, Michael Collins, Daniel Hsu, Brian Kingsbury, Michael Picheny, Fei Sha
2019 — conf
Multi-objective Relevance Ranking.
eCOM@SIGIR
Michinari Momma, Alireza Bagheri Garakani, Yi Sun
2017 J jnl
Kernel Approximation Methods for Speech Recognition.
CoRR
Avner May, Alireza Bagheri Garakani, Zhiyun Lu, Dong Guo, Kuan Liu, Aurélien Bellet, Linxi Fan, Michael Collins, Daniel J. Hsu, Brian Kingsbury, Michael Picheny, Fei Sha
2016 J jnl
A Comparison between Deep Neural Nets and Kernel Acoustic Models for Speech Recognition.
CoRR
Zhiyun Lu, Dong Guo, Alireza Bagheri Garakani, Kuan Liu, Avner May, Aurélien Bellet, Linxi Fan, Michael Collins, Brian Kingsbury, Michael Picheny, Fei Sha
2016 Misc conf
A comparison between deep neural nets and kernel acoustic models for speech recognition.
ICASSP
Zhiyun Lu, Dong Guo, Alireza Bagheri Garakani, Kuan Liu, Avner May, Aurélien Bellet, Linxi Fan, Michael Collins, Brian Kingsbury, Michael Picheny, Fei Sha
2015 A conf
A Distributed Frank-Wolfe Algorithm for Communication-Efficient Sparse Learning.
SDM
Aurélien Bellet, Yingyu Liang, Alireza Bagheri Garakani, Maria-Florina Balcan, Fei Sha
2014 J jnl
Distributed Frank-Wolfe Algorithm: A Unified Framework for Communication-Efficient Sparse Learning.
CoRR
Aurélien Bellet, Yingyu Liang, Alireza Bagheri Garakani, Maria-Florina Balcan, Fei Sha
2014 J jnl
How to Scale Up Kernel Methods to Be As Good As Deep Neural Nets.
CoRR
Zhiyun Lu, Avner May, Kuan Liu, Alireza Bagheri Garakani, Dong Guo, Aurélien Bellet, Linxi Fan, Michael Collins, Brian Kingsbury, Michael Picheny, Fei Sha