David Simcha

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 10

Top Topics

Hierarchical Agglomerative

Approximate Nearest Neighbor

Similarity Search

Top Venues

Publications

Philip Sun, David Simcha, Dave Dopson, Ruiqi Guo, Sanjiv Kumar
SOAR: Improved Indexing for Approximate Nearest Neighbor Search. CoRR (2024)
Philip Sun, David Simcha, Dave Dopson, Ruiqi Guo, Sanjiv Kumar
SOAR: Improved Indexing for Approximate Nearest Neighbor Search. NeurIPS (2023)
Baris Sumengen, Anand Rajagopalan, Gui Citovsky, David Simcha, Olivier Bachem, Pradipta Mitra, Sam Blasiak, Mason Liang, Sanjiv Kumar
Scaling Hierarchical Agglomerative Clustering to Billion-sized Datasets. CoRR (2021)
Ruiqi Guo, Philip Sun, Erik Lindgren, Quan Geng, David Simcha, Felix Chern, Sanjiv Kumar
Accelerating Large-Scale Inference with Anisotropic Vector Quantization. ICML (2020)
Xiang Wu, Ruiqi Guo, David Simcha, Dave Dopson, Sanjiv Kumar
Efficient Inner Product Approximation in Hybrid Spaces. CoRR (2019)
Ruiqi Guo, Quan Geng, David Simcha, Felix Chern, Sanjiv Kumar, Xiang Wu
New Loss Functions for Fast Maximum Inner Product Search. CoRR (2019)
Xiang Wu, Ruiqi Guo, Sanjiv Kumar, David Simcha
Local Orthogonal Decomposition for Maximum Inner Product Search. CoRR (2019)
Kai Zhong, Ruiqi Guo, Sanjiv Kumar, Bowei Yan, David Simcha, Inderjit S. Dhillon
Fast Classification with Binary Prototypes. AISTATS (2017)
Xiang Wu, Ruiqi Guo, Ananda Theertha Suresh, Sanjiv Kumar, Daniel N. Holtmann-Rice, David Simcha, Felix X. Yu
Multiscale Quantization for Fast Similarity Search. NIPS (2017)
Ruiqi Guo, Sanjiv Kumar, Krzysztof Choromanski, David Simcha
Quantization based Fast Inner Product Search. AISTATS (2016)
Yanbo Xu, Olivier Siohan, David Simcha, Sanjiv Kumar, Hank Liao
Exemplar-based large vocabulary speech recognition using k-nearest neighbors. ICASSP (2015)
Ruiqi Guo, Sanjiv Kumar, Krzysztof Choromanski, David Simcha
Quantization based Fast Inner Product Search. CoRR (2015)