Liberty, Edo

1. Results of the Big ANN: NeurIPS'23 competition
   2024/09/25 by Harsha Vardhan Simhadri, Martin Aumüller, Simhadri, Harsha Vardhan +47 · 1 voice · 11 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Data Management and Algorithms #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #H.3.3 #Image Retrieval and Classification Techniques #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Performance (cs.PF) #cs.DS #cs.IR #cs.LG #cs.PF
2. Optimal Quantile Approximation in Streams
   2016/03/17 by Zohar Karnin, Karnin, Zohar, Kevin Lang +3 · 8 citations
   Computer Science · #Complexity and Algorithms in Graphs #Stochastic Gradient Optimization Techniques #Machine Learning and Algorithms
3. Simple and Deterministic Matrix Sketching
   2012/06/04 by Edo Liberty, Liberty, Edo · 6 citations
   Computer Science · #Stochastic Gradient Optimization Techniques #Complexity and Algorithms in Graphs #Optimization and Search Problems
4. ProxQuant: Quantized Neural Networks via Proximal Operators
   2018/10/01 by Yu Bai, Bai, Yu, Yu-Xiang Wang +3 · 8 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Sparse and Compressive Sensing Techniques
5. Frequent Directions : Simple and Deterministic Matrix Sketching
   2015/01/08 by Mina Ghashami, Ghashami, Mina, Edo Liberty +5 · 7 citations
   Computer Science · Engineering · #68W40 (Primary) #Complexity and Algorithms in Graphs #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
6. Greedy Minimization of Weakly Supermodular Set Functions
   2015/02/23 by Boutsidis, Christos, Liberty, Edo, Sviridenko, Maxim · 3 citations
   #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences
7. An Algorithm for Online K-Means Clustering
   2014/12/18 by Liberty, Edo, Sriharsha, Ram, Sviridenko, Maxim · 1 citation
   #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. A High-Performance Algorithm for Identifying Frequent Items in Data\n Streams
   2017/05/19 by Daniel Anderson, Anderson, Daniel, Pryce Bevan +10 · 1 citation
   Computer Science · #Data Stream Mining Techniques #Advanced Database Systems and Queries #Time Series Analysis and Forecasting
9. Streaming Quantiles Algorithms with Small Space and Update Time
   2019/06/29 by Ivkin, Nikita, Liberty, Edo, Lang, Kevin +2 · 1 citation
   #Data Structures and Algorithms (cs.DS) #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG)