Anoop Korattikara
Anoop Korattikara
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Speed/accuracy trade-offs for modern convolutional object detectors
J Huang, V Rathod, C Sun, M Zhu, A Korattikara, A Fathi, I Fischer, ...
Proceedings of the IEEE conference on computer vision and pattern …, 2017
Im2Calories: towards an automated mobile vision food diary
A Meyers, N Johnston, V Rathod, A Korattikara, A Gorban, N Silberman, ...
Proceedings of the IEEE International Conference on Computer Vision, 1233-1241, 2015
Bayesian posterior sampling via stochastic gradient Fisher scoring
S Ahn, A Korattikara, M Welling
arXiv preprint arXiv:1206.6380, 2012
Austerity in MCMC land: Cutting the Metropolis-Hastings budget
A Korattikara, Y Chen, M Welling
International Conference on Machine Learning, 181-189, 2014
Bayesian dark knowledge
A Korattikara, V Rathod, K Murphy, M Welling
arXiv preprint arXiv:1506.04416, 2015
TF-Agents: A library for reinforcement learning in tensorflow
S Guadarrama, A Korattikara, O Ramirez, P Castro, E Holly, S Fishman, ...
GitHub repository, 2018
Large-scale distributed Bayesian matrix factorization using stochastic gradient MCMC
S Ahn, A Korattikara, N Liu, S Rajan, M Welling
Proceedings of the 21th ACM SIGKDD international conference on knowledge …, 2015
From language to goals: Inverse reinforcement learning for vision-based instruction following
J Fu, A Korattikara, S Levine, S Guadarrama
arXiv preprint arXiv:1902.07742, 2019
Measuring the reliability of reinforcement learning algorithms
SCY Chan, S Fishman, J Canny, A Korattikara, S Guadarrama
arXiv preprint arXiv:1912.05663, 2019
Statistical optimization of non-negative matrix factorization
AK Balan, L Boyles, M Welling, J Kim, H Park
Proceedings of the Fourteenth International Conference on Artificial …, 2011
Approximate slice sampling for Bayesian posterior inference
C DuBois, A Korattikara, M Welling, P Smyth
Artificial Intelligence and Statistics, 185-193, 2014
Statistical tests for optimization efficiency
LB Boyles
University of California, Irvine, 2010
Sequential tests for large-scale learning
A Korattikara, Y Chen, M Welling
Neural computation 28 (1), 45-70, 2015
G-RMI Object Detection
A Fathi, A Korattikara, C Sun, I Fischer, J Huang, K Murphy, M Zhu, ...
Fast Metropolis-Hastings and Natural Gradient
J Canny, D Seita, A Korattikara
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