5 citations · 12 across the 6 of their papers we have counts for
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stat.ML2017★ 1 cited
GeoSeq2Seq: Information Geometric Sequence-to-Sequence Networks
Alessandro Bay, Biswa Sengupta
The Fisher information metric is an important foundation of information geometry, wherein it allows us to approximate the local geometry of a probability distribution. Recurrent ne…
stat.ML2017★ 5 cited
Approximating meta-heuristics with homotopic recurrent neural networks
Alessandro Bay, Biswa Sengupta
Much combinatorial optimisation problems constitute a non-polynomial (NP) hard optimisation problem, i.e., they can not be solved in polynomial time. One such problem is finding th…