111 citations · 132 across the 6 of their papers we have counts for
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cs.LG2021★ 2 cited
Algorithmic insights on continual learning from fruit flies
Yang Shen, Sanjoy Dasgupta, Saket Navlakha
Continual learning in computational systems is challenging due to catastrophic forgetting. We discovered a two layer neural circuit in the fruit fly olfactory system that addresses…
cs.LG2018★ 7 cited
Improving Similarity Search with High-dimensional Locality-sensitive Hashing
Jaiyam Sharma, Saket Navlakha
We propose a new class of data-independent locality-sensitive hashing (LSH) algorithms based on the fruit fly olfactory circuit. The fundamental difference of this approach is that…