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Samson Zhou

  1. Accelerating Scientific Research with Gemini: Case Studies and Common Techniques
    2026/02/03 by David P. Woodruff, Vincent Cohen-Addad, Lalit Jain +33 · 8 voices · 1 citation
    #cs.CL #cs.AI
  2. Learning-Augmented k-means Clustering
    2021/10/27 by Jon C. Ergun, Ergun, Jon C., Zhili Feng +7 · 5 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Sparse and Compressive Sensing Techniques
  3. Dimensionality Reduction for Wasserstein Barycenter
    2021/10/18 by Zachary Izzo, Sandeep Silwal, Izzo, Zachary +3 · 4 citations
    Computer Science · Mathematics · #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Geometric Analysis and Curvature Flows #Machine Learning (cs.LG) #Point processes and geometric inequalities #Probability (math.PR) #Topological and Geometric Data Analysis
  4. Learning a Latent Simplex in Input-Sparsity Time
    2021/05/17 by Ainesh Bakshi, Bakshi, Ainesh, Chiranjib Bhattacharyya +7 · 2 citations
    Computer Science · Engineering · #Stochastic Gradient Optimization Techniques #Sparse and Compressive Sensing Techniques #Machine Learning and Algorithms
  5. Near Optimal Linear Algebra in the Online and Sliding Window Models
    2018/05/10 by Vladimir Braverman, Petros Drineas, Braverman, Vladimir +11 · 2 citations
    Engineering · Computer Science · Decision Sciences · #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #Advanced Bandit Algorithms Research
  6. Hardness and Algorithms for Robust and Sparse Optimization
    2022/06/29 by Eric Price, Price, Eric, Sandeep Silwal +3 · 2 citations
    Engineering · Computer Science · #Sparse and Compressive Sensing Techniques #Machine Learning and Algorithms #Complexity and Algorithms in Graphs
  7. Sensitivity Analysis of the Maximum Matching Problem
    2020/09/09 by Yuichi Yoshida, Samson Zhou, Yoshida, Yuichi +1 · 2 citations
    Computer Science · #Complexity and Algorithms in Graphs #Cryptography and Data Security #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
  8. Selective experience replay compression using coresets for lifelong deep reinforcement learning in medical imaging
    2023/02/22 by Guangyao Zheng, Zheng, Guangyao, Samson Zhou +7 · 1 citation
    Neuroscience · Medicine · Physics and Astronomy · #Functional Brain Connectivity Studies #Advanced MRI Techniques and Applications #Atomic and Subatomic Physics Research
  9. Memory Bounds for the Experts Problem
    2022/04/21 by Vaidehi Srinivas, Srinivas, Vaidehi, David P. Woodruff +5 · 1 citation
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Data Stream Mining Techniques #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms
  10. Fair Submodular Cover
    2024/07/05 by Wenjing Chen, Shuo Xing, Chen, Wenjing +5 · 2 citations
    Social Sciences · #Computers and Society (cs.CY) #Data Structures and Algorithms (cs.DS) #European and International Contract Law #FOS: Computer and information sciences #Machine Learning (cs.LG)
  11. Symmetric Norm Estimation and Regression on Sliding Windows
    2021/09/03 by Vladimir Braverman, Braverman, Vladimir, Viska Wei +3 · 1 citation
    Computer Science · #Machine Learning and Algorithms #Stochastic Gradient Optimization Techniques #Data Stream Mining Techniques
  12. A Strong Separation for Adversarially Robust ℓ0 Estimation for Linear Sketches
    2024/09/24 by Elena Gribelyuk, Honghao Lin, Gribelyuk, Elena +7 · 2 citations
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Sparse and Compressive Sensing Techniques
  13. Adversarially Robust Dense-Sparse Tradeoffs via Heavy-Hitters
    2024/12/08 by David P. Woodruff, Woodruff, David P., Samson Zhou +1 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Physical Unclonable Functions (PUFs) and Hardware Security #Cryptographic Implementations and Security
  14. Streaming Algorithms with Few State Changes
    2024/06/10 by Rajesh Jayaram, Jayaram, Rajesh, David P. Woodruff +3 · 1 citation
    Computer Science · #Caching and Content Delivery #Data Stream Mining Techniques #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Optimization and Search Problems
  15. On Differential Privacy and Adaptive Data Analysis with Bounded Space
    2023/02/11 by Itai Dinur, Uri Stemmer, Dinur, Itai +5 · 1 citation
    Computer Science · #Privacy-Preserving Technologies in Data #Cryptography and Data Security #Complexity and Algorithms in Graphs
  16. The Adversarial Robustness of Sketching and Streaming Algorithms
    2026/07/15 by David P. Woodruff, Samson Zhou
    #cs.DS