Ali Vakilian
- Learning-Based Low-Rank Approximations
2019/10/30 by Piotr Indyk, Indyk, Piotr, Ali Vakilian +3 · 10 citations
Computer Science · Engineering · #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
- Individual Fairness for k-Clustering
2020/02/17 by Sepideh Mahabadi, Ali Vakilian, Mahabadi, Sepideh +1 · 9 citations
Business, Management and Accounting · Computer Science · #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Facility Location and Emergency Management #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mobile Crowdsensing and Crowdsourcing #Optimization and Search Problems
- Improved Approximation Algorithms for Individually Fair Clustering
2021/06/26 by Ali Vakilian, Mustafa Yalçiner, Vakilian, Ali +1 · 8 citations
Business, Management and Accounting · Computer Science · #Facility Location and Emergency Management #Privacy-Preserving Technologies in Data #Mobile Crowdsensing and Crowdsourcing
- Approximation Algorithms for Socially Fair Clustering
2021/03/03 by Yury Makarychev, Makarychev, Yury, Ali Vakilian +1 · 6 citations
Business, Management and Accounting · Computer Science · #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Facility Location and Emergency Management #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mobile Crowdsensing and Crowdsourcing #Privacy-Preserving Technologies in Data
- Faster Fundamental Graph Algorithms via Learned Predictions
2022/04/26 by Justin Y. Chen, Sandeep Silwal, Chen, Justin Y. +5 · 7 citations
Computer Science · #Complexity and Algorithms in Graphs #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning and Algorithms #Optimization and Search Problems
- Learning the Positions in CountSketch
2020/07/20 by Simin Liu, Liu, Simin, Tianrui Liu +7 · 4 citations
Computer Science · #Data Mining Algorithms and Applications #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Numerical Analysis (math.NA)
- Learning the Positions in CountSketch
2023/06/11 by Li, Yi, Simin Liu, Lin, Honghao +5 · 4 citations
Computer Science · Engineering · #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
- Set Cover in Sub-linear Time
2019/02/10 by Piotr Indyk, Indyk, Piotr, Sepideh Mahabadi +7 · 2 citations
Computer Science · #Complexity and Algorithms in Graphs #Cryptography and Data Security #Data Structures and Algorithms (cs.DS) #Discrete Mathematics (cs.DM) #FOS: Computer and information sciences #Stochastic Gradient Optimization Techniques
- Learning-Based Algorithms for Graph Searching Problems
2024/02/27 by Adela DePavia, DePavia, Adela Frances, Erasmo Tani +3 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Data Management and Algorithms #Data Mining Algorithms and Applications #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG)
- Sequential Strategic Screening
2023/01/31 by Lee S. Cohen, Saeed Sharifi-Malvajerd, Cohen, Lee +7 · 2 citations
Economics, Econometrics and Finance · Social Sciences · Decision Sciences · #Sports Analytics and Performance #Experimental Behavioral Economics Studies #Auction Theory and Applications
- Improved Frequency Estimation Algorithms with and without Predictions
2023/12/12 by Anders Aamand, Justin Y. Chen, Aamand, Anders +7 · 2 citations
Computer Science · #Data Stream Mining Techniques #Music and Audio Processing #Time Series Analysis and Forecasting
- (Learned) Frequency Estimation Algorithms under Zipfian Distribution
2019/08/14 by Anders Aamand, Piotr Indyk, Aamand, Anders +3 · 1 citation
Computer Science · #Anomaly Detection Techniques and Applications #Blind Source Separation Techniques #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Speech and Audio Processing
- Bayesian Strategic Classification
2024/02/13 by Lee S. Cohen, Saeed Sharifi-Malvajerdi, Cohen, Lee +7 · 2 citations
Economics, Econometrics and Finance · #Computer Science and Game Theory (cs.GT) #Economic Sanctions and International Relations #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Minimax Group Fairness in Strategic Classification
2024/10/03 by Emily Diana, Saeed Sharifi-Malvajerdi, Diana, Emily +3 · 2 citations
Social Sciences · #Experimental Behavioral Economics Studies #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Approximation Algorithms for Fair Range Clustering
2023/06/11 by Sèdjro S. Hotegni, Sepideh Mahabadi, Hotegni, Sèdjro S. +3 · 1 citation
Business, Management and Accounting · Social Sciences · #Artificial Intelligence (cs.AI) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Facility Location and Emergency Management #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG)