Bandit-Based Monte Carlo Optimization for Nearest Neighbors

Bandit-Based Monte Carlo Optimization for Nearest Neighbors

21 May 2018

Vivek Bagaria

Tavor Z. Baharav

Papers citing "Bandit-Based Monte Carlo Optimization for Nearest Neighbors"

10 / 10 papers shown

Title
Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm David Silver Thomas Hubert Julian Schrittwieser Ioannis Antonoglou Matthew Lai ... D. Kumaran T. Graepel Timothy Lillicrap Karen Simonyan Demis Hassabis 99 1,755 0 05 Dec 2017
Randomized Near Neighbor Graphs, Giant Components, and Applications in Data Science G. Linderman Zhengchao Wan Y. Kluger Stefan Steinerberger 23 14 0 13 Nov 2017
Medoids in almost linear time via multi-armed bandits Vivek Bagaria G. Kamath Vasilis Ntranos Martin Jinye Zhang David Tse 30 36 0 02 Nov 2017
Hyperband: A Novel Bandit-Based Approach to Hyperparameter Optimization Lisha Li Kevin Jamieson Giulia DeSalvo Afshin Rostamizadeh Ameet Talwalkar 162 2,307 0 21 Mar 2016
On the Kozachenko-Leonenko entropy estimator N. Fournier S. Delattre MDE 28 53 0 24 Feb 2016
Newton Sketch: A Linear-time Optimization Algorithm with Linear-Quadratic Convergence Mert Pilanci Martin J. Wainwright 38 272 0 09 May 2015
Learning Temporal Embeddings for Complex Video Analysis Vignesh Ramanathan K. Tang Greg Mori Li Fei-Fei 65 71 0 02 May 2015
Non-stochastic Best Arm Identification and Hyperparameter Optimization Kevin Jamieson Ameet Talwalkar 142 570 0 27 Feb 2015
Iterative Hessian sketch: Fast and accurate solution approximation for constrained least-squares Mert Pilanci Martin J. Wainwright 61 204 0 03 Nov 2014
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.1K 39,383 0 01 Sep 2014