90 citations · 489 across the 22 of their papers we have counts for
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cs.LG2018★ 6 cited
Dynamics and Reachability of Learning Tasks
Alessandro Achille, Glen Mbeng, Stefano Soatto
We compute the transition probability between two learning tasks, and show that it decomposes into two factors. The first depends on the geometry of the loss landscape of a model t…
quant-ph2018★ 11 cited
On the dynamics of Simulated Quantum Annealing in random Ising chains
Glen Bigan Mbeng, Lorenzo Privitera, Luca Arceci +1
Simulated Quantum Annealing (SQA), that is emulating a Quantum Annealing (QA) dynamics on a classical computer by a Quantum Monte Carlo whose parameters are changed during the simu…