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Sach Mukherjee

Large Language Models for Zero-shot Inference of Causal Structures in Biology

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Mar 06, 2025
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Simulation-based Benchmarking for Causal Structure Learning in Gene Perturbation Experiments

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Jul 08, 2024
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Learning Latent Dynamics via Invariant Decomposition and (Spatio-)Temporal Transformers

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Jun 21, 2023
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Deep Learning of Causal Structures in High Dimensions

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Dec 09, 2022
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High-Dimensional Undirected Graphical Models for Arbitrary Mixed Data

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Nov 21, 2022
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Scalable Regularised Joint Mixture Models

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May 03, 2022
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On unsupervised projections and second order signals

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Apr 11, 2022
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Ancestral causal learning in high dimensions with a human genome-wide application

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May 27, 2019
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Model-based clustering in very high dimensions via adaptive projections

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Feb 22, 2019
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High-dimensional regression in practice: an empirical study of finite-sample prediction, variable selection and ranking

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Aug 02, 2018
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