David Simcha
5 papers · 2016–2023 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (11) π£ Hot Topic Early Bird
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Venues
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Research topics
Keywords
vector quantization
(3)
approximate nearest neighbor
(2)
nearest neighbor search
(2)
maximum inner product search
(2)
prototype learning
(1)
hamming distance
(1)
binary hashing
(1)
nearest neighbor classification
(1)
approximate search
(1)
k-nearest neighbor
(1)
binary code
(1)
high-dimensional data
(1)
codebook learning
(1)
data structure
(1)
hash function
(1)
product quantization
(1)
anisotropic quantization
(1)
indexing technique
(1)
stochastic gradient descent
(1)
orthogonality loss
(1)
Papers
SOAR: Improved Indexing for Approximate Nearest Neighbor Search
NeurIPS 2023
Accelerating Large-Scale Inference with Anisotropic Vector Quantization
ICML 2020
Fast Classification with Binary Prototypes
AISTATS 2017
Multiscale Quantization for Fast Similarity Search
NeurIPS 2017
Quantization based Fast Inner Product Search
AISTATS 2016