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Ali Ghodsi

2002–2026 年に発表

213
論文数
17,965
被引用数
60
h 指数
132
i10 指数

被引用数

Ali Ghodsi の年別被引用数1955 年: 被引用 1 件1966 年: 被引用 1 件1988 年: 被引用 1 件1998 年: 被引用 2 件2003 年: 被引用 4 件2004 年: 被引用 4 件2005 年: 被引用 27 件2006 年: 被引用 46 件2007 年: 被引用 63 件2008 年: 被引用 66 件2009 年: 被引用 58 件2010 年: 被引用 64 件2011 年: 被引用 108 件2012 年: 被引用 261 件2013 年: 被引用 435 件2014 年: 被引用 528 件2015 年: 被引用 776 件2016 年: 被引用 950 件2017 年: 被引用 1,050 件2018 年: 被引用 1,269 件2019 年: 被引用 1,358 件2020 年: 被引用 1,216 件2021 年: 被引用 1,206 件2022 年: 被引用 876 件2023 年: 被引用 932 件2024 年: 被引用 1,045 件2025 年: 被引用 990 件2026 年: 被引用 206 件1956〜1965 年は被引用が無いため表示していません1967〜1987 年は被引用が無いため表示していません1989〜1997 年は被引用が無いため表示していません1999〜2002 年は被引用が無いため表示していません

引用元

国・地域

この著者を引用した国・地域の世界地図アメリカ合衆国: 引用元論文 3,382 件、この内訳の 23.8%中国: 引用元論文 2,414 件、この内訳の 17%イギリス: 引用元論文 733 件、この内訳の 5.2%ドイツ: 引用元論文 664 件、この内訳の 4.7%カナダ: 引用元論文 621 件、この内訳の 4.4%フランス: 引用元論文 490 件、この内訳の 3.4%イタリア: 引用元論文 380 件、この内訳の 2.7%インド: 引用元論文 379 件、この内訳の 2.7%スペイン: 引用元論文 345 件、この内訳の 2.4%オーストラリア: 引用元論文 287 件、この内訳の 2%スイス: 引用元論文 264 件、この内訳の 1.9%韓国: 引用元論文 259 件、この内訳の 1.8%
0%23.8%その他 28%

機関

分野

  • Computer Science79.6%
  • Engineering4.9%
  • Decision Sciences3.3%
  • Biochemistry, Genetics and Molecular Biology2.4%
  • Physics and Astronomy1.3%
  • Social Sciences1.3%
  • その他7.2%

トピック

  • Cloud Computing and Resource Management10.2%
  • Advanced Data Storage Technologies4.6%
  • Caching and Content Delivery4.6%
  • Distributed and Parallel Computing Systems3.7%
  • IoT and Edge/Fog Computing3.3%
  • Distributed systems and fault tolerance3%
  • その他70.6%

共著者

全論文

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  1. Findings of the Association for Computational Linguistics: EMNLP 2021

    著者: Firoj Alam, Shaden Shaar, Fahim Dalvi, Hassan Sajjad, Alex Nikolov, Hamdy Mubarak, Giovanni Da, San Martino, Ahmed Abdelali, Nadir Durrani, Kareem Darwish, Abdulaziz Al-Homaid, Wajdi Za- Ghouani, Tommaso Caselli, Tianda Li, Ahmad Rashid, Aref Jafari, Pranav Sharma, Ali Ghodsi, Mehdi Rezagholizadeh, Thi-Nhung Nguyen, Yimin Fan, Yaobo Liang, Alexandre Muzio, Hany Hassan, Houqiang Li, Ming Zhou, Nan Duan, Shiyang Li, Semih Yavuz, Wenhu Chen, Xifeng Yan, ;, Weiwen Xu, Yang Deng, Huihui Zhang, Deng Cai, Wai Lam, . . . . . . . . . . . . . . . . . . . . . ; Bowei, Zhifeng Zou, Manuel Li, Jan-David Plank, Terry Krieger, Bela Ruas, Akiko Gipp, Aizawa, Jiangnan Li, Zheng Lin, Peng Fu, Weiping Wang ; Yanyan, Hainan Zou, Hongshen Zhang, Zhuoye Chen, Caixia Ding, Xiaojie Yuan, Wang, Guoxin Yu, Jiwei Li, Ling Luo, Yuxian Meng, Xiang Ao, Qing He, Zixuan Zhang, Hongwei Wang, Han Zhao, Hanghang Tong, Heng Ji ; Guangrun, Hang Wang, Jiefeng Xu, Bert, Tong Overkill ; Bryan Mccann, Nazneen Niu, Rajani, Shirish Nitish, Thamar Keskar, Solorio, Shifeng Liu, Yifang Sun, Bing Li, Wei Wang, Florence Bourgeois, Adam Dunn, . ; Meishan, Zhenghua Zhang, Min ; Meng Li, Oyvind Huang, Chao Tafjord, Zhao, Yunlong Liang, Fandong Meng, Jinchao Zhang, Yufeng Chen, Jinan Xu, Jie Zhou, Yang Zhong, Jingfeng Yang, Wei Xu, Diyi Yang ; Yuchen, Chengyu Zhai, Minghui Wang ほか 296 名 - 2021 被引用: 896

  2. Apache Spark: a unified engine for big data processing

    著者: Matei Zaharia, Reynold S. Xin, Patrick Wendell, Tathagata Das, Michael Armbrust, Ankur Dave, Xiangrui Meng, Josh Rosen, Shivaram Venkataraman, Michael J. Franklin, Ali Ghodsi, Joseph Gonzalez, Scott Shenker, Ion Stoica - Communications of the ACM, Commun. ACM 2016 被引用: 2,336

  3. DyLoRA: Parameter Efficient Tuning of Pre-trained Models using Dynamic Search-Free Low-Rank Adaptation

    著者: Mojtaba Valipour, Mehdi Rezagholizadeh, Ivan Kobyzev, Ali Ghodsi - Conference of the European Chapter of the Association for Computational Linguistics, EACL 2023 被引用: 154

  4. Spark SQL: Relational Data Processing in Spark

    著者: Michael Armbrust, Reynold S. Xin, Cheng Lian, Yin Huai, Davies Liu, Joseph K. Bradley, Xiangrui Meng, Tomer Kaftan, Michael J. Franklin, Ali Ghodsi, Matei Zaharia - SIGMOD International Conference on Management of Data, SIGMOD Conference 2015 被引用: 1,222

  5. Delta Lake: High-Performance ACID Table Storage over Cloud Object Stores

    著者: Michael Armbrust, Tathagata Das, Liwen Sun, Burak Yavuz, Shixiong Zhu, M Krishna Murthy, Joseph Torres, Herman van Hövell, Adrian M. Ionescu, Alicja Łuszczak, Michał Świtakowski, Michał Szafrański, Xiao Li, Takuya Ueshin, Mostafa Mokhtar, Peter Boncz, Ali Ghodsi, Sameer Paranjpye, Pieter Senster, Reynold Xin, Matei Zaharia - VLDB Endowment, Proc. VLDB Endow. 2020 被引用: 214

  6. SymbolicGPT: A Generative Transformer Model for Symbolic Regression

    著者: Mojtaba Valipour, Bowen You, Maysum Panju, Ali Ghodsi - arXiv (Cornell University), CoRR 2021 被引用: 106

  7. Structured Streaming: A Declarative API for Real-Time Applications in Apache Spark

    著者: Michael Armbrust, Tathagata Das, Joseph Torres, Burak Yavuz, Shixiong Zhu, Reynold Xin, Ali Ghodsi, Ion Stoica, Matei Zaharia - Conference on Management of Data, SIGMOD Conference 2018 被引用: 190

  8. Deep learning enables de novo peptide sequencing from data-independent-acquisition mass spectrometry

    著者: Ngoc Hieu Tran, Rui Qiao, Lei Xin, Xin Chen, Chuyi Liu, Xianglilan Zhang, Baozhen Shan, Ali Ghodsi, Ming Li - Nature Methods 2018 被引用: 383

  9. Developments in MLflow: A System to Accelerate the Machine Learning Lifecycle

    著者: A. Chen, Andy H.F. Chow, Aaron Davidson, Arjun DCunha, Ali Ghodsi, Sue Ann Hong, Andy Konwinski, Clemens Mewald, Siddharth Murching, Tomas Nykodym, Paul Ogilvie, Mani Parkhe, Avesh Kumar Singh, Fen Xie, Matei Zaharia, Richard Zang, Juntai Zheng, Corey Zumar - Fourth International Workshop on Data Management for End-to-End Machine Learning, DEEM@SIGMOD 2020 被引用: 100

  10. Supervised principal component analysis: Visualization, classification and regression on subspaces and submanifolds

    著者: Elnaz Barshan, Ali Ghodsi, Zohreh Azimifar, Mansoor Zolghadri Jahromi - Pattern Recognition, Pattern Recognit. 2010 被引用: 347

  11. Elements of Dimensionality Reduction and Manifold Learning

    著者: Benyamin Ghojogh, Mark Crowley, Fakhri Karray, Ali Ghodsi - IEEE Symposium on Security and Privacy, SP 2023 被引用: 84

  12. Sentiment analysis based on improved pre-trained word embeddings

    著者: Seyed Mahdi Rezaeinia, Rouhollah Rahmani, Ali Ghodsi, Hadi Veisi - Expert Systems with Applications, Expert Syst. Appl. 2018 被引用: 324

  13. Lakehouse: A New Generation of Open Platforms that Unify Data Warehousing and Advanced Analytics

    著者: Matei Zaharia, Ali Ghodsi, Reynold Xin, Michael Armbrust - Conference on Innovative Data Systems Research, CIDR 2021 被引用: 123

  14. Annealing Knowledge Distillation

    著者: Aref Jafari, Mehdi Rezagholizadeh, Pranav Sharma, Ali Ghodsi - Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, EACL 2021 被引用: 70

  15. Attention Mechanism, Transformers, BERT, and GPT: Tutorial and Survey

    著者: Benyamin Ghojogh, Ali Ghodsi - 2020 被引用: 80

  16. Reproducing Kernel Hilbert Space, Mercer's Theorem, Eigenfunctions, Nyström Method, and Use of Kernels in Machine Learning: Tutorial and Survey

    著者: Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley - arXiv (Cornell University), CoRR 2021 被引用: 42

  17. Highly Available Transactions: Virtues and Limitations

    著者: Peter Bailis, Aaron Davidson, Alan D. Fekete, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica - VLDB Endowment, Proc. VLDB Endow. 2013 被引用: 202

  18. Computationally instrument-resolution-independent de novo peptide sequencing for high-resolution devices

    著者: Rui Qiao, Ngoc Hieu Tran, Lei Xin, Xin Chen, Ming Li, Baozhen Shan, Ali Ghodsi - Nature Machine Intelligence, Nat. Mach. Intell. 2021 被引用: 99

  19. Mesos: A Platform for Fine-Grained Resource Sharing in the Data Center

    著者: Benjamin Hindman, Andy Konwinski, Matei Zaharia, Ali Ghodsi, Anthony D. Joseph, Randy H. Katz, Scott Shenker, Ion Stoica - NSDI 2011 被引用: 1,593

  20. Automatic dimensionality selection from the scree plot via the use of profile likelihood

    著者: Mu Zhu, Ali Ghodsi - Computational Statistics & Data Analysis, Comput. Stat. Data Anal. 2005 被引用: 390

  21. KKT Conditions, First-Order and Second-Order Optimization, and Distributed Optimization: Tutorial and Survey

    著者: Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley - arXiv (Cornell University), CoRR 2021 被引用: 31

  22. Uniform Manifold Approximation and Projection (UMAP) and its Variants: Tutorial and Survey

    著者: Benyamin Ghojogh, Ali Ghodsi, Fakhri Karray, Mark Crowley - arXiv (Cornell University), CoRR 2021 被引用: 36

  23. QDyLoRA: Quantized Dynamic Low-Rank Adaptation for Efficient Large Language Model Tuning

    著者: Hossein Rajabzadeh, Mojtaba Valipour, Tianshu Zhu, Marzieh S. Tahaei, Hyock Ju Kwon, Ali Ghodsi, Boxing Chen, Mehdi Rezagholizadeh - Conference on Empirical Methods in Natural Language Processing: Industry Track, EMNLP (Industry Track) 2024 被引用: 18

  24. Coordination Avoidance in Database Systems

    著者: Peter Bailis, Alan D. Fekete, Michael J. Franklin, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica - VLDB Endowment, Proc. VLDB Endow. 2014 被引用: 189