Anoop Korattikara Balan

According to our database, Anoop Korattikara Balan authored at least 13 papers between 2011 and 2020.

Collaborative distances:

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

2020

Measuring the Reliability of Reinforcement Learning Algorithms.

Stephanie C. Y. Chan, Samuel Fishman, Anoop Korattikara, John F. Canny, Sergio Guadarrama

Proceedings of the 8th International Conference on Learning Representations, 2020

2019

From Language to Goals: Inverse Reinforcement Learning for Vision-Based Instruction Following.

Justin Fu, Anoop Korattikara, Sergey Levine, Sergio Guadarrama

Proceedings of the 7th International Conference on Learning Representations, 2019

2017

Speed/Accuracy Trade-Offs for Modern Convolutional Object Detectors.

Jonathan Huang, Vivek Rathod, Chen Sun, Menglong Zhu, Anoop Korattikara, Alireza Fathi, Ian Fischer, Zbigniew Wojna, Yang Song, Sergio Guadarrama, Kevin Murphy

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

Sequential Tests for Large-Scale Learning.

Anoop Korattikara, Yutian Chen, Max Welling

Neural Comput., 2016

2015

Bayesian dark knowledge.

Anoop Korattikara Balan, Vivek Rathod, Kevin P. Murphy, Max Welling

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Large-Scale Distributed Bayesian Matrix Factorization using Stochastic Gradient MCMC.

Sungjin Ahn, Anoop Korattikara, Nathan Liu, Suju Rajan, Max Welling

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Im2Calories: Towards an Automated Mobile Vision Food Diary.

Austin Myers, Nick Johnston, Vivek Rathod, Anoop Korattikara, Alexander N. Gorban, Nathan Silberman, Sergio Guadarrama, George Papandreou, Jonathan Huang, Kevin Murphy

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

2014

Approximate Markov Chain Monte Carlo Algorithms for Large Scale Bayesian Inference.

Anoop Korattikara Balan

PhD thesis, 2014

Austerity in MCMC Land: Cutting the Metropolis-Hastings Budget.

Anoop Korattikara Balan, Yutian Chen, Max Welling

Proceedings of the 31th International Conference on Machine Learning, 2014

Approximate Slice Sampling for Bayesian Posterior Inference.

Christopher DuBois, Anoop Korattikara Balan, Max Welling, Padhraic Smyth

Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, 2014

2012

Bayesian Posterior Sampling via Stochastic Gradient Fisher Scoring.

Sungjin Ahn, Anoop Korattikara Balan, Max Welling

Proceedings of the 29th International Conference on Machine Learning, 2012

2011

Statistical Optimization of Non-Negative Matrix Factorization.

Anoop Korattikara Balan, Levi Boyles, Max Welling, Jingu Kim, Haesun Park

Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, 2011

Statistical Tests for Optimization Efficiency.

Levi Boyles, Anoop Korattikara Balan, Deva Ramanan, Max Welling

Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011