Shami Nisimov

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 15

Top Topics

Causal Discovery

Bayesian Network Structure Learning

Structure Learning

Top Venues

Publications

Raanan Y. Rohekar, Yaniv Gurwicz, Shami Nisimov
Causal Interpretation of Self-Attention in Pre-Trained Transformers. NeurIPS (2023)
Raanan Y. Yehezkel Rohekar, Shami Nisimov, Yaniv Gurwicz, Gal Novik
From Temporal to Contemporaneous Iterative Causal Discovery in the Presence of Latent Confounders. ICML (2023)
Raanan Y. Rohekar, Shami Nisimov, Yaniv Gurwicz, Gal Novik
From Temporal to Contemporaneous Iterative Causal Discovery in the Presence of Latent Confounders. CoRR (2023)
Raanan Y. Rohekar, Yaniv Gurwicz, Shami Nisimov
Causal Interpretation of Self-Attention in Pre-Trained Transformers. CoRR (2023)
Shami Nisimov, Raanan Y. Rohekar, Yaniv Gurwicz, Guy Koren, Gal Novik
CLEAR: Causal Explanations from Attention in Neural Recommenders. CoRR (2022)
Raanan Y. Rohekar, Shami Nisimov, Yaniv Gurwicz, Gal Novik
Iterative Causal Discovery in the Possible Presence of Latent Confounders and Selection Bias. NeurIPS (2021)
Shami Nisimov, Yaniv Gurwicz, Raanan Rohekar, Gal Novik
Improving Efficiency and Accuracy of Causal Discovery Using a Hierarchical Wrapper. CoRR (2021)
Raanan Y. Yehezkel Rohekar, Shami Nisimov, Yaniv Gurwicz, Gal Novik
Iterative Causal Discovery in the Possible Presence of Latent Confounders and Selection Bias. CoRR (2021)
Raanan Y. Yehezkel Rohekar, Yaniv Gurwicz, Shami Nisimov, Gal Novik
A Single Iterative Step for Anytime Causal Discovery. CoRR (2020)
Raanan Y. Yehezkel Rohekar, Yaniv Gurwicz, Shami Nisimov, Gal Novik
Modeling Uncertainty by Learning a Hierarchy of Deep Neural Connections. CoRR (2019)
Raanan Y. Yehezkel Rohekar, Yaniv Gurwicz, Shami Nisimov, Gal Novik
Modeling Uncertainty by Learning a Hierarchy of Deep Neural Connections. NeurIPS (2019)
Raanan Y. Yehezkel Rohekar, Shami Nisimov, Guy Koren, Yaniv Gurwicz, Gal Novik
Constructing Deep Neural Networks by Bayesian Network Structure Learning. CoRR (2018)
Raanan Y. Yehezkel Rohekar, Shami Nisimov, Yaniv Gurwicz, Guy Koren, Gal Novik
Constructing Deep Neural Networks by Bayesian Network Structure Learning. NeurIPS (2018)
Raanan Y. Yehezkel Rohekar, Yaniv Gurwicz, Shami Nisimov, Guy Koren, Gal Novik
Bayesian Structure Learning by Recursive Bootstrap. NeurIPS (2018)
Raanan Y. Yehezkel Rohekar, Yaniv Gurwicz, Shami Nisimov, Guy Koren, Gal Novik
Bayesian Structure Learning by Recursive Bootstrap. CoRR (2018)