Simcha, David

6 publications

NeurIPS 2023 SOAR: Improved Indexing for Approximate Nearest Neighbor Search Philip Sun, David Simcha, Dave Dopson, Ruiqi Guo, Sanjiv Kumar

ICML 2020 Accelerating Large-Scale Inference with Anisotropic Vector Quantization Ruiqi Guo, Philip Sun, Erik Lindgren, Quan Geng, David Simcha, Felix Chern, Sanjiv Kumar

ICLR 2020 New Loss Functions for Fast Maximum Inner Product Search Ruiqi Guo, Quan Geng, David Simcha, Felix Chern, Phil Sun, Sanjiv Kumar

AISTATS 2017 Fast Classification with Binary Prototypes Kai Zhong, Ruiqi Guo, Sanjiv Kumar, Bowei Yan, David Simcha, Inderjit S. Dhillon

NeurIPS 2017 Multiscale Quantization for Fast Similarity Search Xiang Wu, Ruiqi Guo, Ananda Theertha Suresh, Sanjiv Kumar, Daniel N Holtmann-Rice, David Simcha, Felix Yu

AISTATS 2016 Quantization Based Fast Inner Product Search Ruiqi Guo, Sanjiv Kumar, Krzysztof Choromanski, David Simcha