Shami Nisimov

According to our database, Shami Nisimov authored at least 9 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Causal Interpretation of Self-Attention in Pre-Trained Transformers.

Raanan Y. Rohekar, Yaniv Gurwicz, Shami Nisimov

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

From Temporal to Contemporaneous Iterative Causal Discovery in the Presence of Latent Confounders.

Raanan Y. Yehezkel Rohekar, Shami Nisimov, Yaniv Gurwicz, Gal Novik

Proceedings of the International Conference on Machine Learning, 2023

2022

CLEAR: Causal Explanations from Attention in Neural Recommenders.

Shami Nisimov, Raanan Y. Rohekar, Yaniv Gurwicz, Guy Koren, Gal Novik

CoRR, 2022

2021

Improving Efficiency and Accuracy of Causal Discovery Using a Hierarchical Wrapper.

Shami Nisimov, Yaniv Gurwicz, Raanan Y. Rohekar, Gal Novik

CoRR, 2021

Iterative Causal Discovery in the Possible Presence of Latent Confounders and Selection Bias.

Raanan Y. Rohekar, Shami Nisimov, Yaniv Gurwicz, Gal Novik

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

A Single Iterative Step for Anytime Causal Discovery.

Raanan Y. Yehezkel Rohekar, Yaniv Gurwicz, Shami Nisimov, Gal Novik

CoRR, 2020

2019

Modeling Uncertainty by Learning a Hierarchy of Deep Neural Connections.

Raanan Y. Yehezkel Rohekar, Yaniv Gurwicz, Shami Nisimov, Gal Novik

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

2018

Constructing Deep Neural Networks by Bayesian Network Structure Learning.

Raanan Y. Yehezkel Rohekar, Shami Nisimov, Yaniv Gurwicz, Guy Koren, Gal Novik

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Bayesian Structure Learning by Recursive Bootstrap.

Raanan Y. Yehezkel Rohekar, Yaniv Gurwicz, Shami Nisimov, Guy Koren, Gal Novik

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018