144 citations · 184 across the 7 of their papers we have counts for
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cs.LG2021★ 1 cited
Federated Nearest Neighbor Classification with a Colony of Fruit-Flies: With Supplement
Parikshit Ram, Kaushik Sinha
The mathematical formalization of a neurological mechanism in the olfactory circuit of a fruit-fly as a locality sensitive hash (Flyhash) and bloom filter (FBF) has been recently p…
cs.LG2020★ 1 cited
Neural Neighborhood Encoding for Classification
Kaushik Sinha, Parikshit Ram
Inspired by the fruit-fly olfactory circuit, the Fly Bloom Filter [Dasgupta et al., 2018] is able to efficiently summarize the data with a single pass and has been used for novelty…
cs.LG2010★ 144 cited
Polynomial Learning of Distribution Families
Mikhail Belkin, Kaushik Sinha
The question of polynomial learnability of probability distributions, particularly Gaussian mixture distributions, has recently received significant attention in theoretical comput…