Alessandro Epasto

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 · 1350 citations
   #cs.CL #cs.AI
2. Fair Hierarchical Clustering
   2020/06/18 by Sara Ahmadian, Ahmadian, Sara, Alessandro Epasto +15 · 4 citations
   Computer Science · #Advanced Clustering Algorithms Research #Advanced Graph Neural Networks #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data
3. Optimal Approximation -- Smoothness Tradeoffs for Soft-Max Functions
   2020/10/22 by Alessandro Epasto, Epasto, Alessandro, Mohammad Mahdian +5 · 3 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Complexity and Algorithms in Graphs #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Stochastic Gradient Optimization Techniques
4. TRIÈST: Counting Local and Global Triangles in Fully-dynamic Streams with Fixed Memory Size
   2016/02/24 by Lorenzo De Stefani, Alessandro Epasto, De Stefani, Lorenzo +5 · 2 citations
   Computer Science · #Data Stream Mining Techniques #Internet Traffic Analysis and Secure E-voting #Machine Learning and Algorithms
5. A Scalable Algorithm for Individually Fair K-means Clustering
   2024/02/09 by MohammadHossein Bateni, Bateni, MohammadHossein, Vincent Cohen-Addad +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)
6. Scalable Differentially Private Clustering via Hierarchically Separated Trees
   2022/06/17 by Vincent Cohen-Addad, Alessandro Epasto, Cohen-Addad, Vincent +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