6 citations · 10 across the 7 of their papers we have counts for
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cs.LG2023★ 1 cited
Machine learning in and out of equilibrium
Shishir Adhikari, Alkan Kabakçıoğlu, Alexander Strang +2
The algorithms used to train neural networks, like stochastic gradient descent (SGD), have close parallels to natural processes that navigate a high-dimensional parameter space --…
cs.SI2023★ 6 cited
Inferring Individual Direct Causal Effects Under Heterogeneous Peer Influence
Shishir Adhikari, Elena Zheleva
Causal inference in networks should account for interference, which occurs when a unit's outcome is influenced by treatments or outcomes of peers. Heterogeneous peer influence (HPI…