Anoop Korattikara Balan

Affiliations:
  • University of California, Irvine, USA


According to our database1, Anoop Korattikara Balan authored at least 13 papers between 2011 and 2020.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2020
Measuring the Reliability of Reinforcement Learning Algorithms.
Proceedings of the 8th International Conference on Learning Representations, 2020

2019
From Language to Goals: Inverse Reinforcement Learning for Vision-Based Instruction Following.
Proceedings of the 7th International Conference on Learning Representations, 2019

2017
Speed/Accuracy Trade-Offs for Modern Convolutional Object Detectors.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Sequential Tests for Large-Scale Learning.
Neural Comput., 2016

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

Im2Calories: Towards an Automated Mobile Vision Food Diary.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

2014
Approximate Markov Chain Monte Carlo Algorithms for Large Scale Bayesian Inference.
PhD thesis, 2014

Austerity in MCMC Land: Cutting the Metropolis-Hastings Budget.
Proceedings of the 31th International Conference on Machine Learning, 2014

Approximate Slice Sampling for Bayesian Posterior Inference.
Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, 2014

2012
Bayesian Posterior Sampling via Stochastic Gradient Fisher Scoring.
Proceedings of the 29th International Conference on Machine Learning, 2012

2011
Statistical Optimization of Non-Negative Matrix Factorization.
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, 2011

Statistical Tests for Optimization Efficiency.
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


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