David Simcha - RankMe

13 papers A* 2A 2Misc 1Journal 7Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Large-Scale Graph Building in Dynamic Environments: Low Latency and High Quality. CoRR Filipe Miguel Gonçalves de Almeida, CJ Carey, Hendrik Fichtenberger, Jonathan Halcrow, Silvio Lattanzi, André Linhares, Tao Meng, Ashkan Norouzi-Fard, Nikos Parotsidis, Bryan Perozzi, David Simcha
2024	J	`jnl`	SOAR: Improved Indexing for Approximate Nearest Neighbor Search. CoRR Philip Sun, David Simcha, Dave Dopson, Ruiqi Guo, Sanjiv Kumar
2023	A*	`conf`	SOAR: Improved Indexing for Approximate Nearest Neighbor Search. NeurIPS Philip Sun, David Simcha, Dave Dopson, Ruiqi Guo, Sanjiv Kumar
2021	J	`jnl`	Scaling Hierarchical Agglomerative Clustering to Billion-sized Datasets. CoRR Baris Sumengen, Anand Rajagopalan, Gui Citovsky, David Simcha, Olivier Bachem, Pradipta Mitra, Sam Blasiak, Mason Liang, Sanjiv Kumar
2020	A*	`conf`	Accelerating Large-Scale Inference with Anisotropic Vector Quantization. ICML Ruiqi Guo, Philip Sun, Erik Lindgren, Quan Geng, David Simcha, Felix Chern, Sanjiv Kumar
2019	J	`jnl`	Efficient Inner Product Approximation in Hybrid Spaces. CoRR Xiang Wu, Ruiqi Guo, David Simcha, Dave Dopson, Sanjiv Kumar
2019	J	`jnl`	Local Orthogonal Decomposition for Maximum Inner Product Search. CoRR Xiang Wu, Ruiqi Guo, Sanjiv Kumar, David Simcha
2019	J	`jnl`	New Loss Functions for Fast Maximum Inner Product Search. CoRR Ruiqi Guo, Quan Geng, David Simcha, Felix Chern, Sanjiv Kumar, Xiang Wu
2017	A	`conf`	Fast Classification with Binary Prototypes. AISTATS Kai Zhong, Ruiqi Guo, Sanjiv Kumar, Bowei Yan, David Simcha, Inderjit S. Dhillon
2017	—	`conf`	Multiscale Quantization for Fast Similarity Search. NIPS Xiang Wu, Ruiqi Guo, Ananda Theertha Suresh, Sanjiv Kumar, Daniel N. Holtmann-Rice, David Simcha, Felix X. Yu
2016	A	`conf`	Quantization based Fast Inner Product Search. AISTATS Ruiqi Guo, Sanjiv Kumar, Krzysztof Choromanski, David Simcha
2015	Misc	`conf`	Exemplar-based large vocabulary speech recognition using k-nearest neighbors. ICASSP Yanbo Xu, Olivier Siohan, David Simcha, Sanjiv Kumar, Hank Liao
2015	J	`jnl`	Quantization based Fast Inner Product Search. CoRR Ruiqi Guo, Sanjiv Kumar, Krzysztof Choromanski, David Simcha