David Simcha

According to our database, David Simcha authored at least 10 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

SOAR: Improved Indexing for Approximate Nearest Neighbor Search.

Philip Sun, David Simcha, Dave Dopson, Ruiqi Guo, Sanjiv Kumar

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2021

Scaling Hierarchical Agglomerative Clustering to Billion-sized Datasets.

Baris Sumengen, Anand Rajagopalan, Gui Citovsky, David Simcha, Olivier Bachem, Pradipta Mitra, Sam Blasiak, Mason Liang, Sanjiv Kumar

CoRR, 2021

2020

Accelerating Large-Scale Inference with Anisotropic Vector Quantization.

Ruiqi Guo, Philip Sun, Erik Lindgren, Quan Geng, David Simcha, Felix Chern, Sanjiv Kumar

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

New Loss Functions for Fast Maximum Inner Product Search.

Ruiqi Guo, Quan Geng, David Simcha, Felix Chern, Sanjiv Kumar, Xiang Wu

CoRR, 2019

Local Orthogonal Decomposition for Maximum Inner Product Search.

Xiang Wu, Ruiqi Guo, Sanjiv Kumar, David Simcha

CoRR, 2019

Efficient Inner Product Approximation in Hybrid Spaces.

Xiang Wu, Ruiqi Guo, David Simcha, Dave Dopson, Sanjiv Kumar

CoRR, 2019

2017

Multiscale Quantization for Fast Similarity Search.

Xiang Wu, Ruiqi Guo, Ananda Theertha Suresh, Sanjiv Kumar, Daniel N. Holtmann-Rice, David Simcha, Felix X. Yu

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Fast Classification with Binary Prototypes.

Kai Zhong, Ruiqi Guo, Sanjiv Kumar, Bowei Yan, David Simcha, Inderjit S. Dhillon

Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017

2016

Quantization based Fast Inner Product Search.

Ruiqi Guo, Sanjiv Kumar, Krzysztof Choromanski, David Simcha

Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016

2015

Exemplar-based large vocabulary speech recognition using k-nearest neighbors.

Yanbo Xu, Olivier Siohan, David Simcha, Sanjiv Kumar, Hank Liao

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015