# Balaji Lakshminarayanan

According to our database

Collaborative distances:

^{1}, Balaji Lakshminarayanan authored at least 39 papers between 2009 and 2020.Collaborative distances:

## Timeline

#### Legend:

Book In proceedings Article PhD thesis Other## Links

#### On csauthors.net:

## Bibliography

2020

CoRR, 2020

Revisiting One-vs-All Classifiers for Predictive Uncertainty and Out-of-Distribution Detection in Neural Networks.

CoRR, 2020

Evaluating Prediction-Time Batch Normalization for Robustness under Covariate Shift.

CoRR, 2020

Simple and Principled Uncertainty Estimation with Deterministic Deep Learning via Distance Awareness.

CoRR, 2020

CoRR, 2020

CoRR, 2020

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

2019

CoRR, 2019

CoRR, 2019

Detecting Out-of-Distribution Inputs to Deep Generative Models Using a Test for Typicality.

CoRR, 2019

Can you trust your model's uncertainty? Evaluating predictive uncertainty under dataset shift.

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Proceedings of the 36th International Conference on Machine Learning, 2019

Learning from Delayed Outcomes via Proxies with Applications to Recommender Systems.

Proceedings of the 36th International Conference on Machine Learning, 2019

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

2018

CoRR, 2018

CoRR, 2018

CoRR, 2018

Many Paths to Equilibrium: GANs Do Not Need to Decrease a Divergence At Every Step.

Proceedings of the 6th International Conference on Learning Representations, 2018

2017

Distributed Bayesian Learning with Stochastic Natural Gradient Expectation Propagation and the Posterior Server.

J. Mach. Learn. Res., 2017

Learning Deep Nearest Neighbor Representations Using Differentiable Boundary Trees.

CoRR, 2017

CoRR, 2017

CoRR, 2017

CoRR, 2017

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

2016

CoRR, 2016

Proceedings of the Thirty-Second Conference on Uncertainty in Artificial Intelligence, 2016

Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016

2015

IEEE Trans. Pattern Anal. Mach. Intell., 2015

CoRR, 2015

Proceedings of the Thirty-First Conference on Uncertainty in Artificial Intelligence, 2015

Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015

2014

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

2013

Inferring ground truth from multi-annotator ordinal data: a probabilistic approach

CoRR, 2013

Proceedings of the 30th International Conference on Machine Learning, 2013

2011

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

Proceedings of the 2011 IEEE International Workshop on Machine Learning for Signal Processing, 2011

2009

Proceedings of the International Conference on Machine Learning and Applications, 2009