カーン モハマド・エムティヤーズ

Tractable structured natural-gradient descent using local parameterizations. 

Proceedings of the 38th International Conference on Machine Learning(ICML) 6680-6691 2021年  

Scalable Marginal Likelihood Estimation for Model Selection in Deep Learning. 

Proceedings of the 38th International Conference on Machine Learning(ICML) 4563-4573 2021年  

Continual Deep Learning by Functional Regularisation of Memorable Past. 

Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020(NeurIPS) 2020年  

Fast Variational Learning in State-Space Gaussian Process Models. 

30th IEEE International Workshop on Machine Learning for Signal Processing(MLSP) 1-6 2020年  

Variational Imitation Learning with Diverse-quality Demonstrations. 

Proceedings of the 37th International Conference on Machine Learning(ICML) 9407-9417 2020年  

Training Binary Neural Networks using the Bayesian Learning Rule. 

Proceedings of the 37th International Conference on Machine Learning(ICML) 6852-6861 2020年  

Handling the Positive-Definite Constraint in the Bayesian Learning Rule. 

Proceedings of the 37th International Conference on Machine Learning(ICML) 6116-6126 2020年  

Beyond Unfolding: Exact Recovery of Latent Convex Tensor Decomposition Under Reshuffling. 

The Thirty-Fourth AAAI Conference on Artificial Intelligence(AAAI) 4602-4609 2020年