Sergei Vassilvitskii
- Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
2025/07/07 by Gheorghe Comanici, Comanici, Gheorghe, Eric Bieber +6844 · 8 voices · 1398 citations
#cs.CL #cs.AI
- Algorithms with Predictions
2020/06/16 by Michael Mitzenmacher, Sergei Vassilvitskii, Mitzenmacher, Michael +1 · 33 citations
Computer Science · Decision Sciences · #Anomaly Detection Techniques and Applications #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning and Algorithms #Simulation Techniques and Applications
- Faster Matchings via Learned Duals
2021/07/20 by Michael Dinitz, Dinitz, Michael, Sungjin Im +7 · 8 citations
Computer Science · #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 #Optimization and Search Problems
- Scaling Laws for Downstream Task Performance of Large Language Models
2024/02/06 by Berivan Isik, Natalia Ponomareva, Isik, Berivan +9 · 12 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Topic Modeling
- Fair Hierarchical Clustering
2020/06/18 by Sara Ahmadian, Ahmadian, Sara, Alessandro Epasto +15 · 5 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
- Private prediction for large-scale synthetic text generation
2024/07/16 by Kareem Amin, Alex Bie, Amin, Kareem +13 · 11 citations
Computer Science · #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Recommender Systems and Techniques
- Algorithms with Prediction Portfolios
2022/10/22 by Michael Dinitz, Sungjin Im, Dinitz, Michael +7 · 5 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Constraint Satisfaction and Optimization #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms
- Scalable Differentially Private Clustering via Hierarchically Separated Trees
2022/06/17 by Vincent Cohen-Addad, Cohen-Addad, Vincent, Alessandro Epasto +13 · 5 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
- Advancing Differential Privacy: Where We Are Now and Future Directions for Real-World Deployment
2023/04/14 by Rachel Cummings, Cummings, Rachel, Damien Desfontaines +45 · 5 citations
Social Sciences · #Privacy, Security, and Data Protection
- Easy Differentially Private Linear Regression
2022/08/15 by Kareem Amin, Amin, Kareem, Matthew Joseph +5 · 3 citations
Computer Science · #Privacy-Preserving Technologies in Data #Adversarial Robustness in Machine Learning #Machine Learning and Data Classification
- Private Optimization Without Constraint Violations
2020/07/02 by Andrés Muñoz Medina, Umar Syed, Medina, Andrés Muñoz +5 · 2 citations
Computer Science · #Complexity and Algorithms in Graphs #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data
- Social Networks and Stable Matchings in the Job Market
2009/10/06 by Esteban Arcaute, Sergei Vassilvitskii, Arcaute, Esteban +1 · 2 citations
Decision Sciences · Economics, Econometrics and Finance · #Auction Theory and Applications #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Game Theory and Applications #Game Theory and Voting Systems
- Almost Tight Bounds for Differentially Private Densest Subgraph
2023/08/20 by Michael Dinitz, Dinitz, Michael, Satyen Kale +5 · 3 citations
Computer Science · Social Sciences · #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Privacy, Security, and Data Protection #Privacy-Preserving Technologies in Data
- Learning Predictions for Algorithms with Predictions
2022/02/18 by Mikhail Khodak, Khodak, Mikhail, Maria-Florina Balcan +5 · 2 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Optimization and Search Problems
- Binary Search with Distributional Predictions
2024/11/25 by Michael Dinitz, Dinitz, Michael, Sungjin Im +9 · 1 voice · 2 citations
Computer Science · #Metaheuristic Optimization Algorithms Research #Optimization and Search Problems #Evolutionary Algorithms and Applications
- Label differential privacy via clustering
2021/10/05 by Hossein Esfandiari, Esfandiari, Hossein, Vahab Mirrokni +5 · 1 citation
Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Information Theory (cs.IT) #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- Escaping Collapse: The Strength of Weak Data for Large Language Model Training
2025/02/13 by Kareem Amin, Sara Babakniya, Amin, Kareem +9 · 2 voices · 1 citation
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- Revenue Variance Minimization: Beyond First Price Auctions
2024/03/07 by Bojko, Marek, McAfee, Preston, Preston McAfee +6 · 1 citation
Business, Management and Accounting · Decision Sciences · Economics, Econometrics and Finance · #Auction Theory and Applications #Computer Science and Game Theory (cs.GT) #Consumer Market Behavior and Pricing #FOS: Computer and information sciences #Merger and Competition Analysis