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Vincent Cohen-Addad

  1. Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
    2025/07/07 by Gheorghe Comanici, Eric Bieber, Comanici, Gheorghe +6844 · 8 voices · 1362 citations
    #cs.CL #cs.AI
  2. Hierarchical Clustering: Objective Functions and Algorithms
    2017/04/07 by Vincent Cohen-Addad, Varun Kanade, Cohen-Addad, Vincent +5 · 14 citations
    Computer Science · #Advanced Clustering Algorithms Research #Bayesian Methods and Mixture Models #Data Management and Algorithms
  3. 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
  4. Improved Approximation Algorithms and Lower Bounds for Search-Diversification Problems
    2022/03/03 by Amir Abboud, Abboud, Amir, Vincent Cohen-Addad +5 · 1 voice · 2 citations
    #cs.DS
  5. Towards Automating Scientific Review with Google's Paper Assistant Tool
    2026/06/26 by Rajesh Jayaram, Drew Tyler, David Woodruff +4 · 8 voices
    #cs.LG #cs.AI #cs.CL #cs.CY
  6. Re-Invoke: Tool Invocation Rewriting for Zero-Shot Tool Retrieval
    2024/08/03 by Yanfei Chen, Chen, Yanfei, Jinsung Yoon +13 · 10 citations
    Computer Science · Decision Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Scientific Computing and Data Management #Semantic Web and Ontologies
  7. Correlation Clustering with Sherali-Adams
    2022/07/22 by Vincent Cohen-Addad, Euiwoong Lee, Cohen-Addad, Vincent +3 · 5 citations
    Physics and Astronomy · Computer Science · #Complex Network Analysis Techniques #Advanced Clustering Algorithms Research #Data Management and Algorithms
  8. The Geometry of Refusal in Large Language Models: Concept Cones and Representational Independence
    2025/02/24 by Tom Wollschläger, Jannes Elstner, Wollschläger, Tom +9 · 13 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  9. Data-Efficient Learning via Clustering-Based Sensitivity Sampling: Foundation Models and Beyond
    2024/02/27 by Kyriakos Axiotis, Axiotis, Kyriakos, Vincent Cohen-Addad +13 · 5 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning and Data Classification
  10. Handling Correlated Rounding Error via Preclustering: A 1.73-approximation for Correlation Clustering
    2023/09/29 by Vincent Cohen-Addad, Euiwoong Lee, Cohen-Addad, Vincent +5 · 4 citations
    Business, Management and Accounting · Computer Science · #Facility Location and Emergency Management #Data Management and Algorithms #Graph Theory and Algorithms
  11. A Scalable Algorithm for Individually Fair K-means Clustering
    2024/02/09 by MohammadHossein Bateni, Vincent Cohen-Addad, Bateni, MohammadHossein +5 · 4 citations
    Business, Management and Accounting · Computer Science · #Computers and Society (cs.CY) #Customer churn and segmentation #Data Mining Algorithms and Applications #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG)
  12. Correlation Clustering in Constant Many Parallel Rounds
    2021/06/15 by Vincent Cohen-Addad, Cohen-Addad, Vincent, Silvio Lattanzi +9 · 2 citations
    Computer Science · Physics and Astronomy · #Advanced Clustering Algorithms Research #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Data Structures and Algorithms (cs.DS) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
  13. On Light Spanners, Low-treewidth Embeddings and Efficient Traversing in Minor-free Graphs
    2020/09/10 by Vincent Cohen-Addad, Arnold Filtser, Cohen-Addad, Vincent +5 · 2 citations
    Computer Science · Engineering · #Advanced Graph Theory Research #Complexity and Algorithms in Graphs #Data Structures and Algorithms (cs.DS) #F.2.2 #FOS: Computer and information sciences #Smart Parking Systems Research
  14. Scalable Differentially Private Clustering via Hierarchically Separated Trees
    2022/06/17 by Vincent Cohen-Addad, Cohen-Addad, Vincent, Alessandro Epasto +13 · 2 citations
    Computer Science · #Complexity and Algorithms in Graphs #Cryptography and Security (cs.CR) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
  15. REINFORCE Adversarial Attacks on Large Language Models: An Adaptive, Distributional, and Semantic Objective
    2025/02/24 by Simon Geisler, Geisler, Simon, Tom Wollschläger +9 · 1 voice · 3 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.LG
  16. A Linear-Time n0.4-Approximation for Longest Common Subsequence
    2021/06/15 by Karl Bringmann, Bringmann, Karl, Vincent Cohen-Addad +3 · 1 citation
    Computer Science · #68W25 #68W32 #Algorithms and Data Compression #Data Structures and Algorithms (cs.DS) #F.2.2 #FOS: Computer and information sciences #Machine Learning and Algorithms #Optimization and Search Problems
  17. On the Fixed-Parameter Tractability of Capacitated Clustering
    2022/08/30 by Vincent Cohen-Addad, Cohen-Addad, Vincent, Jason Li +1 · 1 citation
    Business, Management and Accounting · #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Facility Location and Emergency Management
  18. Graph Searching with Predictions
    2022/12/29 by Siddhartha Banerjee, Banerjee, Siddhartha, Vincent Cohen-Addad +5 · 1 citation
    Computer Science · Decision Sciences · #Artificial Intelligence in Games #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Game Theory and Applications #Optimization and Search Problems
  19. Max-Cut with ε-Accurate Predictions
    2024/02/28 by Vincent Cohen-Addad, Tommaso d'Orsi, Cohen-Addad, Vincent +7 · 1 citation
    Computer Science · #Machine Learning and Data Classification
  20. Dynamic Correlation Clustering in Sublinear Update Time
    2024/06/13 by Vincent Cohen-Addad, Cohen-Addad, Vincent, Silvio Lattanzi +5 · 1 citation
    Computer Science · Physics and Astronomy · #Advanced Clustering Algorithms Research #Complex Network Analysis Techniques #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  21. Correlation Clustering Beyond the Pivot Algorithm
    2024/04/10 by Soheil Behnezhad, Behnezhad, Soheil, Moses Charikar +7 · 1 citation
    Computer Science · #Advanced Clustering Algorithms Research #Bayesian Methods and Mixture Models
  22. Sensitivity Sampling for k-Means: Worst Case and Stability Optimal Coreset Bounds
    2024/05/02 by Nikhil Bansal, Bansal, Nikhil, Vincent Cohen-Addad +7 · 1 citation
    Computer Science · Engineering · #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning and Algorithms #Sparse and Compressive Sensing Techniques
  23. Embedding Planar Graphs into Graphs of Treewidth O(log3 n)
    2024/10/31 by Hsien-Chih Chang, Vincent Cohen-Addad, Chang, Hsien-Chih +9 · 1 citation
    Computer Science · #Advanced Graph Theory Research #Complexity and Algorithms in Graphs #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Interconnection Networks and Systems
  24. Spectral Dual Fitting for k-Means
    2026/07/16 by Aditya Anand, Moses Charikar, Vincent Cohen-Addad +5
    #cs.DS