Learning to Route in Similarity Graphs

27 May 2019

Papers citing "Learning to Route in Similarity Graphs"

20 / 20 papers shown

Title
Dual-Branch HNSW Approach with Skip Bridges and LID-Driven Optimization Hy Nguyen Nguyen Hung Nguyen Nguyen Linh Bao Nguyen Srikanth Thudumu Hung Du Rajesh Vasa K. Mouzakis 46 0 0 23 Jan 2025
Graph Neural Networks: A Review of Methods and Applications Jie Zhou Ganqu Cui Shengding Hu Zhengyan Zhang Cheng Yang Zhiyuan Liu Lifeng Wang Changcheng Li Maosong Sun AI4CE GNN 1.1K 5,517 0 20 Dec 2018
Learning Beam Search Policies via Imitation Learning Renato M. P. Negrinho Matthew R. Gormley Geoffrey J. Gordon 81 27 0 01 Nov 2018
FastGCN: Fast Learning with Graph Convolutional Networks via Importance Sampling Jie Chen Tengfei Ma Cao Xiao GNN 144 1,513 0 30 Jan 2018
Global overview of Imitation Learning Alexandre Attia Sharone Dayan 50 73 0 19 Jan 2018
Super-Convergence: Very Fast Training of Neural Networks Using Large Learning Rates L. Smith Nicholay Topin AI4CE 86 519 0 23 Aug 2017
A Greedy Approach for Budgeted Maximum Inner Product Search Hsiang-Fu Yu Cho-Jui Hsieh Qi Lei Inderjit S. Dhillon 79 45 0 11 Oct 2016
EFANNA : An Extremely Fast Approximate Nearest Neighbor Search Algorithm Based on kNN Graph Cong Fu Deng Cai 75 109 0 23 Sep 2016
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 635 29,076 0 09 Sep 2016
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 413 10,494 0 21 Jul 2016
Generative Adversarial Imitation Learning Jonathan Ho Stefano Ermon GAN 140 3,115 0 10 Jun 2016
Sequence-to-Sequence Learning as Beam-Search Optimization Sam Wiseman Alexander M. Rush 121 594 0 09 Jun 2016
Efficient and robust approximate nearest neighbor search using Hierarchical Navigable Small World graphs Yury Malkov Dmitry A. Yashunin AI4TS 143 1,459 0 30 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,020 0 10 Dec 2015
Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs) Djork-Arné Clevert Thomas Unterthiner Sepp Hochreiter 300 5,524 0 23 Nov 2015
Learning to Search Better Than Your Teacher Kai-Wei Chang A. Krishnamurthy Alekh Agarwal Hal Daumé John Langford OffRL 52 231 0 08 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.8K 150,115 0 22 Dec 2014
Approximate Principal Direction Trees Mark McCartin-Lim A. Mcgregor Rui Wang 61 23 0 18 Jun 2012
A Reduction of Imitation Learning and Structured Prediction to No-Regret Online Learning Stéphane Ross Geoffrey J. Gordon J. Andrew Bagnell OffRL 222 3,221 0 02 Nov 2010
Search-based Structured Prediction Hal Daumé John Langford Daniel Marcu GNN 136 586 0 04 Jul 2009