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cs.LG2024
LLM-initialized Differentiable Causal Discovery
Shiv Kampani, David Hidary, Constantijn van der Poel +2
The discovery of causal relationships between random variables is an important yet challenging problem that has applications across many scientific domains. Differentiable causal d…
cs.LG2024
Entangling Machine Learning with Quantum Tensor Networks
Constantijn van der Poel, Dan Zhao
This paper examines the use of tensor networks, which can efficiently represent high-dimensional quantum states, in language modeling. It is a distillation and continuation of the…